{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "81e9d5cd-22c6-438d-8527-588028091029",
   "metadata": {},
   "source": [
    "Chapter 21\n",
    "# 蒙特卡罗模拟时间序列切片\n",
    "Book_1《编程不难》 | 鸢尾花书：从加减乘除到机器学习  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "2a5e1f0d-83cf-47d0-9e94-25bed359dfc5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 导入包\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e08dd0b5-9fac-4c28-b272-670c59a9bea8",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 创建日期范围，假设为2年（365*2天）\n",
    "date_range = pd.date_range(start='2023-01-01', \n",
    "                           periods=365*2, freq='D')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "da82f073-2e40-40c8-b690-49054813ba78",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2023-01-01</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-02</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-03</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-04</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2023-01-05</th>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: []\n",
       "Index: [2023-01-01 00:00:00, 2023-01-02 00:00:00, 2023-01-03 00:00:00, 2023-01-04 00:00:00, 2023-01-05 00:00:00]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 创建一个空的 DataFrame，用于存储随机行走数据\n",
    "df = pd.DataFrame(index=date_range)\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "7dcebfca-7143-42a1-8b14-d528fc93af0f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 模拟50个随机行走\n",
    "num_path = 50\n",
    "# 设置随机种子以保证结果可重复\n",
    "np.random.seed(0)  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "b41ef972-8569-4cb6-819c-9c9a70db2a62",
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in range(num_path):\n",
    "    # 生成随机步长，每天行走步长服从标准正态分布\n",
    "    step_idx = np.random.normal(loc=0.0, scale=1.0, \n",
    "                                size=len(date_range) - 1)\n",
    "    # 增加初始状态\n",
    "    step_idx = np.append(0, step_idx)\n",
    "    \n",
    "    # 计算累积步数\n",
    "    walk_idx = step_idx.cumsum()\n",
    "    \n",
    "    # 将行走路径存储在DataFrame中，列名为随机行走编号\n",
    "    df[f'Walk_{i + 1}'] = walk_idx\n",
    "# 请大家想办法去掉for循环"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "6513c734-876d-436c-baba-5279c7d7a3a5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-80.0, 80.0)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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s6TnG6GhmbtpcFg5ayAVDLuD2ybf7s52K24v3WrSxJ9xeN17Re0BTjF2RjRUZGRmZQ8yatu4Pz6mRoSh78JIMN4QELf/U2kGry0OKVt3N2OgPCkHgxj2Mo3Kbg0d312HzijxaWodHFNlktDB3YyEnbSrkku2lXLmjjDdqmljVbGS3z+jaOXMUKb5Ym1Sdhom+mkR/2llOhd3Jw6V1uLwim03BgbcZIcEBtV0ZopeMtL0F2Xa4PTzsm07qJEKt5NWRmSwbP5iF8ZEAfVLEbbW38tSmp/m6Jo+w5heob/g8aP2w6GF8vvBzFgy6AGv4maxrN3fzHB3tqJVqHpn1CPdNv48wTRiDIwejVWpptDbyr7X/6pPB8lnRZ4x+ezTj3x3P2HfGctV3Vx0Ug0U2VmRkZGQOMZ3TODHqgKfjHF9Q6Z4MDw3psf3chCg0igO7hQ/W63hpRAbRakkk7usmI790UZPdZLSwolkK5C22OljXLhlZ95fU8n955QDMiwknVhOsL9pTDM1jpXWU2QJBsE8MSd3r2IYY9m6s2Dxezt1WQo1PM2Z0aAjzYsJZGB+JQhCYEhnKghjJ89Q1/dvk9vRoZLy+43XeznsLKv+B1r7N3z4pYRLz0ueRbEgmJyqHx2fcS4gmAqPb068A4KORME0YD854EKWg5MvdX7KyYuVe+3u8HhatXxTUtqVxCz9V/cQV317B8tLl+z0WWcFWRkZG5hAiiiJrfA/9x4akcnthFXEaFWfERfbYf0FMOFckxzAlwkCHL0VYqxC48AC8Kl05KyGK6ZGhTFifF5T6C/BNk7GbN6QTh1fkxOhwXh2Z2W3dxHA9bwWL0vqnrs6Mj+QfmYnd0pT3ZKjPWMntRS/lhcpGtncE0pOfHZHOsD28UFN8U0zbO6xYPB4qbU5O2lSEUxQ5JyGKf6QIGB0tjIsb1+1BOjhyMO+f+j56dbDhpVIITAjTs6bdzAajpVdj8o/CqdmnkteSxzv577Cmek1QXMue7Grd1WP73376GwBbG7fyceHHvLbgNXa27OTdze/2eRyysSIjIyNzCCm02mlyuglRCJwUG86sqOGoBQG1oudAWZ1SwRNDA9kyZ8dHYnJ7SN/LFEp/SdCqeXJIGo+V1WFQKsjUafm5rYMP6luweiTX/7kJUVg8Hr5rDsSd3JWdSIiyu3fnzPhIlje1s6LZxAdjs3m5qomfWjsIUQj8NT2enC5xOL0xK0oSt9tostDuchPZxQv1alUTT/rSuR8YnMyUiNBuhgpIaeBJWjV1DhcnbypiRmSoPyD4q/LV/LrxCQDmZ8ynxS4F1XqUUeiUau6ffn83Q6WTseGSsVLwB/esdDIzZSbv5L/Db3W/IYoiQi9B3T9U/iD1T57JPdPu4ZHfHmFt7dqgPlsat3DcR8dhcVnw2PquMiwbKzIyMjKHkM54lSkRoWgVCrT9nMqJVKuCHtwHi0uSY7jElyFk9XgZuWYnJrdkqAw16Hh+hBQ4e1tBJe/XtTLcoGNkL14FjULBm6Oy6PB4CVcpmRIRyjs1zUyNDN1rmnVXMkK0DDXoKLTY+bi+lb+kSfE1m4wW7iuR3DZXpcRyTWpcrxlRgiBwYnQ479W1UGx1+DOwlM4KIpue8Pfr1BEZl/lnVnnncFVKLOPie5+mGuTzCnVNz3Z6vVg8XqLUKkRRJN9iJ0qlJLkH3ZyjjfHx41Er1DRYG6gwVfRYCLHN3sb7u94H4Nwh55IWlsZ90+/j5M8kT4xBbWBM7BjW163H4up/VW05ZkVGRkbmELLFV1F4WuSRm/qqVyo4ISbMv3xqbCC75qmhaXw1IYcPxg7q9Q0bJEOhs2CiXqnguvR4xof3zVDp5Eqf8fRIaR2/tnaQ22Hl9C1SrZpzEqJ4LCdln6nbD+WkcKYv0Bakh96tid0DnENUIYTFSLoiKdrei0cCDPJ5tUq7ZHVdtaOMcevy+KHFxPImIyduLGTS+nx/OYGjmRBVCOPjxwPwW91v3dZ/W/YtN/14Eza3jSFRQ5iXPg+AlNAUf5+Lhl7Ei/NeZFLCJAD//vqKbKzIyMjIHCLqHE4+94mUje2jh+FwcXa8FPCbrtPwp9RYf7sgCEyOMJC4jwf6weCqlFhOjY3A4RW5YVdFUObPzRnxezWWOglRKvw1kgBSdBpcjqpu/UbFjCLfKgXr9qQi3JVsn2elyu7E4vawzWTlx9YOHF6R6/LK+dYXlOwF3qndu5rv0cLUpKkAfFX6FW5vQLdmR9MObl99O7lNuQDMS58X9H95++S3uWrkVVw79lqUCiXPn/g8ry54lVcXvIpK6LuHUDZWZGRkZA4BOzusTFyX718eHXZkB2aeFhfBh2Oz+W7SEOI0A2+Y9IRCEHhxZAaD9VqanG5+9U2h3TcouccYld5I38P46BQ5M0deQliINN0TGTmdAosdg1LBtMi9VyiOVav8GVQLtxazpK7Fv67D4+WzLqq5y5sCujRHM6dmnYpepWd70/agYOSdLTv9nwUETkg/IWi7CQkTuG3SbYSopP+XXq1nWtI0tEot0xKn9fn4srEiIyMjM8C4vSI376qkU6UiXac5bAZAV4wOI/kt+Tg8Dqo6gr0NgiBVcY4egPiY/qBVKHjJFy/TSVf13b7Q9U0/UWkjr0UqEeDSDqY09hEunraEJdaJAFyfFr9Pr5EgCDw1NI1wlYI8s92vntsTVo+XMlvfygYcyaSGpXLJ8EsA2FC/wd9e3CZNyy0ctJB3TnmHodFD+7zPx2Y91ue+coCtjIyMzADzQ6uJfIudCJWSv6bHMzNq72/uhwKjw8iFX19IjTmQY3z1yKu5ddKth3FUPTMqTM8VyTF+o6AzFqY/vDM6i6fK6xnl/JSvnSaSQjNo0mSBoOB/tR4QpHf3KT0o6vbEqXGRWDxebtpV6W97ZlgaG40W8jpszIwKZX27hW0dVoosdr9uzNFMZ5zJtsZt/raitiIAZqXMYlz8uAE7tuxZkZGRkRlgOiskX5AYxU0ZCUwIP/zBte/kvxNkqAC8mfcmbfb+F/47FNw/KJmrUmJ5d3TWfm2/IDaCFROHsLVOks//x6RboYeYibH9mJ5bEBMe9BCdFG7gP8PSWTl5KPcPTvFrxfxRxOM6Cx1WdlQy+u3R/F73OyXtJQDkROYM6LFlY0VGRkZmgPmpVdImOalLVs3hZEvDFl7Z/goAp2efzgVDLvCve3n7y4drWHvFoFLy7yGpzD+A77DMVEaNuQa1Qs2s5GlclBhNhk7DT5OHMkSv46z4SCL6Me0VoVYFpW/vGRvT6U0ptP4xjJUIbQSDIwf7l/9v5f9hcVlQK9RkRGTsZcsDR54GkpGRkRlAbB4vjb6qv6OPELXTTkVRgJvH30xSaBJalZZ389/l/V3vc0LaCUxJmnIYRzgwrKleA0gS+nq1nsXD0/3rVk8dtl/7/NegZM7P3c1wgw7dHgJ5XT0rv7ebGWrQDYhGzqEkKyLL703pJDsiG7ViYGOwZM+KjIyMzADS4JTSYUMUiv2KtTjY2N122h3tAMTr40kKldJ6Lxx6ob/PlsYt/s9Oj5Ojlf9t+R+LNy/2F9JbUyMZK7NSZh20YxwXHcY3E3N4Z0x2t3VdjZUzt5Ywd2Mhv7Ye3dWae9JHGRI1ZMCPKxsrMjIyMgNIrV0yVpK06j7pggw0XeNUPj79Y//njPAM/jHpH0AgaPL1Ha8zbck0tjRs4Wij1lzLqzte5fWdr7OjeQdWl5VNDZsAmJV68IwVgAnhhh61WfYUl6tzuDg/dze/tXcXpTtauHjYxdw47kZmp872t42JGzPgx5WNFRkZGZkBpN7nWTkUImp9oTNFeVj0MGJCglOAc6KkIMnOdNTFWxbj8rp4cP2Dh3aQB4EdzTv8n5eWLGVF+QpcXhcpoSlkhe9fkG5/6U1d986i6qNWe0WlUHHd2Ou4cdyNCAgMjRrKOTnnDPxxB/wIMjIyMscwdQ7JWEk+QoyV6o5qANLC0rqt63TnV5gqMDkDBQvNrqPPE5DXnOf//GnRp3xa9CkgTQEdSg/Xf4el81p1E7EaFT/5poAKLHY+b2g7aJWzDwfDY4bzxZlfkGhIRKMc+PpHsrEiIyMjM4DUOaSYjyPBs/LV7q94fOPjQM/GSmxILJnhmZSbypn5wUx/u8vrOmRj3B9cHhcqhSrICOnqWenK+UPOP1TDAuDCpGguTIrG4fVSYXPyXm0Lr1Q3UWCxHdJxDATZkd3jdAYKeRpIRkZGZj9od7n7pJ+xs0N6KGX7it8dLjY3bObuNXf7l3sLMp2W1F0C3ew04/F6BmxsB0KzrZmTPz+ZM744g3W16wDweD1+ldrM8Ex/33um3tMvhdWDiVahYIhBR4pOMlo7PW4yfUM2VmRkZGT6iSiKXJxbytwNBWzvsPrbd1vtPFhSy48t0hSKzePtUmX58KrWfl78uf9ztC6aCfETeuw3P2N+tzan19ktXfVI4YuSL2i0NlJhquD6769ne9N2NtRvwOa2EaIK4a4pd/n79rfS70CQpJWmTGoP0Fj5044yjv+9AIv7yDQiDzbyNJCMjIxMP1nTZmarz0j5tL6NMWF6Km0OTtpUhNnj5YWqRhYPSyNarcIpisRrVGSFDPy8/t6oMFUAkufk5vE3o1T0nEY9JWkKZw0+iy9Kvghq/63utz57JURRJLcplyFRQ9CrB666tCiKQeP0il6WFCzxF9obETOC6cnTuXDohdjddn8A8eGkM0Nog9FCu8vdZ90Vq8eLxePhgZJatnfYKPIJza1u6+CUuMiBGu4Rg+xZkZGRkeknXavq/trWgSiK3F5Yjdnj9bffU1zDHUVSMOtZ8VGHJW3Z6XFidUlGVaVJqmFz26TbGB03eq/bPTjjQdZdvI61F6/l1olSraD1dev7fNx38t/h8m8v5y+r/jKg8S5bG7dSYaogRBXCo7MeBQiqCHzN6GsQBIF7p93Lw7MeRiEc/kdeUpfYpdFr8/i51bSX3hLVdiezft/F6LV5fNrQ5jdUALZ1HP2xL33h8P/nZGRkZI4ivKLID10eMLssdhaV1PJzWwdahcCvU4YxJiwEi8dLncOFWhC4JTPhkI9TFEUu/PpCzvzyTOrMdbQ5JAOrp8DaPREEgTBNGOGacCYnTgZgbc1abvv5tqDYlS9LvuymwVLYWsjTm54GILcpl08KPzko57OxfiM/V/0c1LaqYhUACzIWcEL6CUHGyGPHPcbMlJkcacR3qbbtEkU+qGvF6xOtcyJwZm4pk9bnsarZ6O93f0lNr9NGG4xHX6bW/iAbKzIyMjL9YIfZRpPTjUGp4JyEKABerm4C4K/p8eQYdPwjM9Hff5BeS/QASqw7PA7yW/L9HpROmmxNlLSXUG+pZ8FnCwCI0cVgUPeviGLXqZOVFSv9sSvratZx79p7ufK7K3F5pAep0WHktl9uQySgIfJS7kvsbt+9X+fWyZaGLfxpxZ+46cebKGkLxM50ZvxMTZqKQW0gShvlX3dcynEHdMyBQqUQuKRLyvKXje0MWr2dGwqquCk8nS0dNqrtLm7eVclGo4UvG9tY7iuE+fHYQVTPHsu7o7N4JCcFkAK4OxV6/8gMuLFSU1PDZZddRkxMDHq9nnHjxrF582b/elEUWbRoEcnJyYSEhDBnzhzy8vL2skcZGRmZw4PZ7eE734NjdlRY0EPHoFTwl9Q4AObHhBPhk9Y/fYDjCW764SYu/PpCLll+SdBDq3Papytdi9D1Fa0yOIupzdHGkl1LuPb7a/1tL21/CYA3d75JhamCZEMy3537HYmGRNocbfz1h7/i8Dj6fexO3sp7y//5zbw3ufDrCxn99mhym3IBGBU7qttYI7RHRtHInnhmWDoVswOqrzavyFfNwdNBbW4PZ2wp5to8KdYoXafhuKhQVAqB+bERXJ4cg1oQ6PB4qbLvuySCyytSanUctYbNgBorbW1tzJw5E7Vazbfffkt+fj5PP/00kZGR/j5PPPEEzzzzDM899xwbN24kMTGR+fPn09FxdNdPkJGR+WNRbLEzfl0e/6loAGBeTDhTIgJeillRof6KvYIgsHLSEO7MSuSG9PgBG9PG+o3+WJLdxt3UW+r96yo7uhsrnVM6/eW07NP8n7c1buOxDY8FrX9l+yusq13H0pKlAPxz8j9JCU3hvVPeIy4kjmpzNXf/ejeN1sb9On5+S77/87Ldy4KWQSoVAHD/9PsBuGXCLft1nEOJVqHgmaFpXJEcw8Tw4CDkh31ek67cnpUYFPekUSgYYpCMs3zzvlPo/1VSw4zfd3HjrkrcR6F67oBmAz3++OOkpaXx5ptv+tsyMzP9n0VRZPHixdxzzz2cc44k1/v222+TkJDAkiVLuPbaa/fcpYyMjMwhx+n1cntRFR1dAmjnxYSjUSi4MT2eT+pbuX9Q8AMmI0TLLV2mgwaCl3NfDlq+ePnF6FQ6zC4zo2Ikb8P8jPn+2I6JCRP36zh3T72bleUrcXldrK5e7W+/f/r9LN6yGKPDyLWrpPt1SmgKc9LmAJBgSODyEZfzzOZnWFmxknZHO6+f9Hq/jt1qb6XBKhmI4+PHs7Vxq3/d5MTJnJZ1mj9WZUbKDNZfvH5AM5AOJpckx3AJMTxf2chmX4r7hslDSNaHkNthxeUVuSw5hhmRoT1K948IDSHPbOezhjbmx4aj3KOP2yvyeWMbJ0SH850vBubzhjY+b2hj2fjBTDnM6fT9YUA9K8uWLWPSpEmcf/75xMfHM378eF599VX/+rKyMurr61mwYIG/TavVMnv2bNatWzeQQ5ORkZHpMy9WNrG+3eJfjlGriPdlddw3KJntM0eRrT+0om+Vpkp+r/8dlaBiZrIUSNpib6HGXIPRYWRt7VoAJsRP4ObxN3Ph0Av3W2ckXBPOBUMvAAJxIufknMN5Q87jkZmPBPX95+R/olIE3oPnps31f95QvwGLy0J/WFUuGVoZ4Rk8M+cZonXRaBQavjv3O9446Q3OHXJuUP9QTegRkfXTH06KDQcgwusmSatGpRB4dngGL43MZFZUWK81hi5MlKYhv2pq58odZd2meD6ub+XmXZVM+S2/mwjdfyoaKLTYj5ppoQH1rJSWlvLiiy9y6623cvfdd7NhwwZuvvlmtFotV1xxBfX1kssyISE4Uj4hIYGKiooe9+lwOHA4AnOfJpM0z+dyuXC5jg1FwM7zPFbOt5Nj9bzh2D33I+W817RJ95mp4XocXpEHshMHdEx9Oe/drVLQalZEFmdmn+k3TvZkcPhgv0fF6/Hi7eId6g+Rmsig5TRDGi6Xi3Ex44Lah0cODxp3ij6FswedzdLd0hTRhpoNvarn7nnepcZSf3mAeWnziFBF8MHJH9Dh6iBeG3/Yr4uDRYZayfJRGexYvxaXa0Sft5saquPOjHj+XdHI9y0mvm1oY35MmH/9N41SBpjV9z/P1Gm4ITWW20tq+am1g582FPBMTgrnJ0QCUGZzUGZzckJ0WLdjDQT9+f8NqLHi9XqZNGkSjz4q5b+PHz+evLw8XnzxRa644gp/vz31B0RR7FWT4LHHHuOBBx7o1v7TTz+h1x8drr+DxapVqw73EA4Lx+p5w7F77of7vHNDU0ChYm7dbrI8TuprC/jmEBx3b+f9m+M3AFRmFY4dDmZpZ7HLtYsrDVfygvkF7KIUx1C5qZIGoeGAx1LjqAlabi5u5pvy7t/Chh83dLt/T2QiVZoqNjk38c76dzDp964tsmrVKna7dvOmRQohUKMmvTqdb2oCxyugYH9P5Ygliv5f61nASdpIVmgjuG9nCQ5LnX/KZIchGZSBVOkcYxMhjSVow1Jx+LxPtxbXYN2yARUiDxuSMCuUXGttZIJ74PVbrFbrvjv5GFBjJSkpiREjgq3E4cOH89lnnwGQmCjN59bX15OUlOTv09jY2M3b0sldd93Frbfe6l82mUykpaUxd+5cYmJietzmj4bL5WLVqlXMnz8ftfrwF0c7VByr5w3H7rkfCefd7HRj2lAIwFXz5mJQ9qz8ejDpy3kXbimEAhg/aDynTTyN0wgEwa7/ab0/8Pbs084+KGPSV+v5YvUX/uXL5l9Ggl66T9+35D5/uvJpp53W0+bENcSx6YdNFIqFnHjSid2yjEA67y9XfElxfDGflAT0WYbHDueMBWcclPM4UjmQa326y826TcXUoCF25mymRRgwuj00/CYZdO+PzECnEJgcrkcQBBKMFn5pM/N8dTMAb8RnMSPCgLle8sSsiknlzgmDUfXgNHCLIs9VNTE7KpTxYQfmIGhpaelz3wE1VmbOnElhYWFQW1FRERkZUuR2VlYWiYmJrFq1ivHjpblUp9PJL7/8wuOPP97jPrVaLVpt94tcrVYfUzdxODbPGY7d84Zj99wP53nf7EsdzQzREKnTHdJj7+2866x1AKRHpHfr86/p/+KWn27homEXHbTvbU7GHC4aehE5UTlMiJ9AakSqf92MlBmsrVlLlDaq1+NNS5lGoiGReks96+rXsSBzQY/9trm28U1JsMdGo9QcM9f9/lzr8Wo1s6PD+LrJyDaLg1R9CKdsLgYkef8T46OC+h8fG8msmAjer2+j3e2h1Oak1BZIfy61Obm5qJbr0+OYEC5lvDU5Je2XFpeb7R02nq5son7uuAM+174yoFFIf//73/ntt9949NFHKSkpYcmSJbzyyivceOONgDT9c8stt/Doo4+ydOlSdu7cyVVXXYVer+eSSy4ZyKHJyMjI7JNqu5Nf2ySF0Huzkw/zaIKpMUvTMimh3dNcU8NS+XThp5w35LyDdjy1Qs090+7hgqEXMDgqWK/lgekPcE7OOby64NVetgaFoOD07NMB+Gr3V732a/F0f9vu1FGR6Z1JPqNik8nChbm7afcVOBxi6NnAVggCqyYPRdXFeZKiVXN3tjTL8VVTO6duLsbui3f5tL6Nn1o72N5F3r9mD30Xi8fDG9VNvFPT7FflPVgMqGdl8uTJLF26lLvuuosHH3yQrKwsFi9ezKWXXurvc/vtt2Oz2bjhhhtoa2tj6tSprFy5krCwQxPgIyMjI9MbP7dKek+Tww2cHh95eAfTBbfXTamxFIDM8MzDOxikFOUHZnSPJdyTM7LP4LUdr/Fz9c/M+GAGaoWaB2Y8wKDIQYRrwhG8Ai3egLESoY1g4aCF3DDuhoEc/h+CST7NnxV7iMul63ovoJmm03B7VhKPlkpeuodyUsgM0fqXQSq4eHx0GNs6useXrGg2YvF4yTfbeHpYOi9UNvJ0uRQfpRAELks+eKEZA151+fTTT+f000/vdb0gCCxatIhFixYN9FBkZGRk+ozT6+U1n4z+CTGH/+Xp+W3P833F96SFpXFOzjk4PA70Kj3p4emHe2h9JjsymyFRQyhqK6LDKRmCN/14k399VngWrZ5WAN486U0mJU46LOM8GhkfridaraTV5Qlqj9Xs/TH/1/R4xoXpUQkCM6JCu3lEfm7t4PjoMLaYuhsrdxcHgq43maxBSrr3FVdTZLGTptNwTVrc/pxSEANurMjIyMgcjXzfYqLAYidGreKK5NjDOhaXx8VLuZKkfUl7CT9V/QTAsOhhR52myF/H/ZWbf7q5x3VlpjL/574UXJQJoBQE7h+Uwt8KKrkuLY5RoSEsbWj3l4DoDYUgcHyXVGWFIPDPzESeLJekRX5uNTG92UCV3YlKgNuzknB5RT6ub6Wii3Gyp+S/zSvyis/YHx0WwrTIUIosdryIDDOE9Pv8jq6rXEZG5qBhdLn5V3ENO3pw7x7LWDwePqlv5WtfDaDT4iKI2cfb6UBTYepZd2po9NBDPJIDZ276XL45+xsMagMqQcXfJvyNx497PKjAYpg6jDj9gb+NH2tcmBTNzpmjWDQ4hfMSo3l/bLa/BER/uC0rkbyZoxCAfIudy3dIRuT/pcZxc0YCt2UlsnLSkKBtzk+MQgFMCNczdw+dljuKqskz2zhjSzFzNhRS53DyXm0L437ve/q57FmRkTlGeaumhVeqm3iluolds0YRNYCVgY8UdnZYKbU5WdhL/InbK3LmlhJ2mgNBhOMOMD3zQLC5bWxr2UZpe2mP6/enMOGRQFp4GivOXYFOpfOnMM9Jm8PUJVMBOCXzlKPOY3SksK9pn74So1ExNkzvj1UZFRrC7VkBiZEItYo1U4fxWnUzt2YkEK9Vc092MmEqBaVWB/UOF9MjQ3mjpplCi50TNwYyg9+obubZyka8/ahR9Me/O8nIyPTI2vZAsdCVzSYu7FJB+EjD7vXye1sHkyMMaBX79xBzeUVO2VyMSxT5Sx68NjKzW9Ds2nZzkKECMC788BkrL+S+wPuF7/e6Pisi6xCO5uCyZ1VkvVrPozMeZcnGJVw/5vrDNCqZrpyXGOU3Vm7NTECvDP7tDdbr+PeQQAp7oq8ExegwPT9NGUaH28MbNc3d9vtsZf8LWsqmq4zMMYgoikGVWndb91219XDyYnUz523bTcYv27lplzQlsqyxnVt2VdLh9nD21mIuzt2NZy/pkj+1mnB1Wf9/eeWcsqmINW0Bo+2Teim4c3qkgVNiI7giOYZhvaR+Hgq2NG0JWp6fMT9oeVDkoEM5nAHn5MyTuchwUTdDRubwcH5CFIkaNdkhWubFhPd7+zDVwRNQlD0rMjLHIHUOF80ut395t82xl96HnkKLnVStGqUoskwbwfLKJv+6T+vbeGZoOn/JKwfA6vX6iwyOXruT9VOH9zhPv6yxvVvb1g4r523bzV9S47g+PY4vfX3uG5TsF8M6XHhFL2VGKVbg7MFnMyN5BgsyF/Ds1md5bcdrAETrjlxvmMzRT4Raxa9Th6EQQLOfHs2XR2ZwbV4g5uqbCTls7bBi83h5cEdxn/cjGysyMscgu63BxsnyJiNFFns3ASm7x8tGo4WpkQbUgsAXje1khmgZP4BTIxvazSzcWsLJseGMD9WxXBsZtF4EbsgP3Py6GiGtLg/D1uzk6wk5TIwIGBseUeSHFkl/4tGcFFyiyP0ltf71r1Q30epy4xJFpkUYDouhUtxWzA0/3MD1Y69nbspcNjk3YffYUSvU/Gv6v/yVjK8bex1Wl1UWSpM5JByod+TM+CgWxETwQmUjp8RFMCI0hAm+32ZZUzPP9HE/srEiI3MM0ulJGWrQUWiRpoCO3yBF5s+MDOXS5BgWxkVy6fZS1rabOTE6nGGhOp6vbCRarSR3xijUip6LjR4onXPc3zWbqLEFp0Nm6DRU2J181dTe6/YicNqWYt4ZnUWaTkOkWkm9w02b20OESskVybF0Dr2rwfJpg1QX5Yb0+IN6Pn1l0fpF1FvquX/d/TykeAi3V/J8ZUVk+Q0VAK1Sy11T7zosY5SR2R9ClApuy0rs1n53VmKfjRU5ZkVG5hikzOdZmRMVxlUpwRoia9vN3JBfwTnbSljbLknN/9Bq4nlfUFyry8N3zUYsnmDxqYNFS5fpqR2WQCzN8VGhDA8NeH7iNaogqfALEoPrn1yxo4y5GwuZvaGAzSZpmmhEqA6VQkAhCFybFs8vU4YR1eXNcXyYfr/m5g+Eeks9f/3hr2xv2u5v6zRUAMbFjTuk45GRORKRjRUZmWOQTs/KIL2Wfw9JpXDWKBbEhDPMoOPcBOmhv8Fo6XX7a/LKOXNLyUGv/9Hh9nRTylSLXn6aMJhXR2YyvIuY1Ptjsvm/LoJXd2YlEdGDy9rk9nKvT2kzXRdcBHWoQcfXE3P82hAvj8xA0UOl2YGgydqEyWni4d8e5pfqX3rtNyN5xiEZj4zMkYw8DSQjcwzSqTaZESI9vCPUKt4Zkw1IKb4rm410+AqY/S0jgaUNbcSoVZyTEMV9JdKDf6fZxu9GC9MjQw/KmOweLzfmV2DxHbeTdI+TwXotarWK69PjiVApmRYZyugwPclaDVaPl0uTY0jWafh24hCKrXZ2dNh4yqfAGbSvHuqkDNLr+GbikG7tA8kHBR/w2O+PMThqMC227oX7FmYv5JeyX1BoFExNmnpIxyYjcyQiGysyMscgTU4XIE2l7IlaITAnOtwfF3JSbDh3+Sqxmt0ev7EC8GVj+0EzVl6tbmJliwkBeHt0Fv8orKLZ6eYcR7u/T7hKyXVdYkpiNCqeGBqQZc/Wa8nWazkpNoLjo0JZuLUk6BjpIb0XdTtUiKLIs1ufRUSkuK17NsQlwy7hhtE3MKJ5BHNPnEuo5uB8vzIyRzOysSIjc4zh8or+YmfxGnWPfe4dlESIUiBCpQxScA1VKTknIYrPfcGom/cyVdQfrB4vb/oCax/JSWFBbARfGXQYHU7KfulZan5fTIkMZdGgZBbtDgTRJvRyvoeSZluzv4jfnny+8HNyonJwuVyEKkKJC5El52VkQI5ZkZE55mh2SV4VlQBR6p7TEjNCtPxveAYP5aR2i+F4dng6a6YOA2CXxYZtj2mb/eGZ8npqHS6StGou9ZWVzwjRMvwABdkuTY5hTpRUp2RahIEpEYdXOwWgqK0IAJWgIkQViMHZcvkWcqJyDtewZGSOaGTPiozMMUajU8o0idOo9yuYVCkIDArREqdR0eR0s6PDysQIAyubjYwL15Ok7d9UiyiKLPV5ah4cnLLfcvo9EaZS8uG4I0fl1eKycNOPNwEwL2MeTxz/BJ8Vf0a8Ph614vB7fWRkjlRkz4qMzDFGo0PyrMQdQMEzQRCYFiHFUnzfYuLzhjau3lnOrN8L/LotfaXU5qDG4UIjCJx4iNOG98TtdVNlqmJb4zbuWXMPrfbWg7r/leUrcXml7//EjBMRBIHzhpzH8anHH9TjyMj80ZA9KzIyxxhNPs9Kb/EqfeW0uAi+amrn6yYjw3y6LRaPl7drmnm0S3Gz3viqsZ1otZIi37aTIwzdCqUdau789U5WlK/wL6sVai4edjGxIbHEhMQc8P5XVEj7vnrU1ZycefIB70/mD8bBVQL4QyF7VmRkjjEqfWnLiQdorMyLCUerECi1Ofim2ehv/6bJuE/9lRKrnWvyyjl3226+9WUdHe+LLTlcbGvcFmSoAHxW/BnnfXUepy09rccU4/7g9DjZWLcRgLMGnXVA+5L54+EoamPCb1FYNzUc7qEckcjGiozMMcZWn+jaqLCQffTcO6EqJXOjAwZGZogGnUKg3umi2Lr3woibumQRrW6TVHKPiz68KbqfFX8GQLIhuVugq8Vl4aeqnw5o/3kteTi9TqJ10WRFZB3QvmT+eJhXVCIg0PFlGeJBCFr/oyEbKzIyxxBeUWRbh2SsTDgIxQgvTZKmRqLVSl4emekvALhpHynNe6rUJmrUjA0buOKIe0MURbY3bfd7VR497lE+X/g5ry94nUuHX+oXZXtz55tsqt+038fZ3LAZgAnxExAOkUquzNGD1xkwUGw7mg/jSI5M5JgVGZk/CHlmG5/Ut3JrZiLhvVRKLbU5MLo96BRCkHT9/jI/NoKtM0YQrVahVSiYEmFgXbuZDUYLlybHcF1eOQUWO19NyPFXb213uVnZbPLvw6BU8NyIdJSH+AG+tmYtK8pXsK52HQ1WyfWeEprC+PjxAExJmsKUpCnUW+o5/6vzqeyo5Lrvr+Ors74iKTSpX8dye918ViR5bqYnTz+4JyJz1GMvasPbHvBGmtfVoh93eApqHqnInhUZmT8If95ZxktVTfy9oLLH9W0uN7+3Sx6PMWH6g1Y1OUmr8acbd6rZ/tBiwuT28EVjOwUWOzm/7mCX2QbA0+X11DtdZIZo2H38aPJnjWLWIY5X2VC3geu+v46lJUv9hgrARUMvQiEE3xYTDYl8ceYXDIoYhMPjYEvjln4fb1XFKqrN1URpozhj0BkHPH6ZPxbtX0pKyx6lFwRwVnbg6XDuY6u+YS9speWDArx29747H8HIxoqMzB8AURQpt0k3t+VNRpze4DnvJqeLCevyua2wCoDxB2EKqCdmRIYSrVbS7HLzRnVT0Lqny+tpc7l5t1YKVP33kFQMSuVB1VXpKy/mvuj/fNHQi/jX9H9x7ZhruXj4xT32jwmJYXLiZAB2tezq17EarY38d8t/Abhk+CVBQnAyMl6nB3erlO5fMKoDVZI0leooad/vfTqrO3A1Sy8HzW/mYcttouOX6gMe6+FEngaSkTlK+XdpHV80tvHpuMF49si+2WqyMrVLzZ4Csx1bFwNm/ADFh6gVAqfERvB+XSuvVgfPu3/dZCROo8buFRkUomX2Ycr+cXlc5DblArD87OWkh6f3absRMSMAyG/N79fxXtn+CjXmGqJ10Vw8rGdjSObYxd1oBREEvQq73oMmOxx3rQX77nb04/s/FWTZVE/bp8UowjXEXjnS3+61yZ4VGRmZQ8xPLSYWVzRQbnPybZOR7R22oPVnbi3hn4VVOHwGSr2vcCHAwvhIFsRGDNjYOo2kFpd0c5zTxSjprP8zIUJ/2IJMi9uLcXldhGvCSQtL2/cGPsbGjQUgtzG319o+PdEpr/+3CX8jQjtw37vM0Ye9sJXG57YBoIyWKqCrU6Tfj7vB2ttmveLpcNL2xW4AvCYnjc9u9a8THR48ZieWjfXY8lsQvUeXqItsrMjIHGKcXi/Lm9ppc+3/m86KlkCA6i6LjXJb91Thd2tbeLqsHoB6n2rtBYlRvDIyc0DF1/asv3NOYhT3DUoOajtcmT8gpRADjIwZ2S+DKSsii0ERg3B6nXxf8X2ft6swSYUYh0YP7d9AZf7QiB4vrR8X+peVkZKxooqTpgldjVbEfegV7YllUz24e057tm5tpO7h32n7rJiWd/JpfH4brobuWXsekxOv48jzwsjGiozMIaTIYueCbbv5885y/l1at9/72dIlNTjPbKPCF6/yl9Q4TouL8P+w36trwSuKfmPlQIXg+kKGTkNUl2ykBTHh3JgezxfjB/vHNfUwFhQsapU8HcNihvVrO0EQOH3Q6QC8k/8OXnHfWhhmp9kv2Z8RltHPkcr8kXGUGfFaJKNAnRqKYYaUYaaM0YFCQHR4cNVZ+mWwOKvM3do6jaA9cdWYaXm/gOa38uj4tQYAW14Ldf/eQP1Tm2l6dTvtX5f297QGDNlYkZE5RLxY2cjxGwr4zWdodFV97QslSi2v17TQ5nKTZwlM++wy29likvY5KiyE10dlUTF7LKFKBa0uD/eX1PC6b/olQTvwxoogCLw5OosQhYILEqOIVEuhcdMiQ1k3bTgfjx3E6D56VkRRxOQ17btjPygzlQGQHZHd720vGHoBoepQStpL2NIQnBX0adGnXPrNpdRb6v1tpy09DYAobRShmsMreidz5CB6RTp+lgJe9ZMSSPjreNRp0nSpoFKgipWqjTf+byumlRU970MU6filCkepEa/Dg3V7E45S6Z4SPi8QhxUyKjZou8izB/s/uxut2AtaMS4vxbazmZYlu8Ar4u1w4thtxLym5oCykrxOD6afq/zBvgeCbKzIyBwktndY+WdhFa09TO+Y3B6eKa8PajO7vXhFEbvHi20fipU2j5cXQ+JYVFbP8DU78YiQHaLFoFTgFEXyfcUDM3RSxWO1QmBWlPRw7BromnAIPCsgGSY7Z43kv8OCg1czQ7QcH923wFpRFFn02yKeMD3B16VfH7SxlRvLpbGEZ/Z723BNuL/o4Lradf52p8fJA+sfYHvTdn+mUYutxe9VGRs/9sAGLfOHwV7cRs3da3CUtCOoFYQdl9Ktj2FKQMfHmtvUbT0gGRnfltP0ynaaXttB65ICRF96cuisFMLmpKKM0hI6Kxn9hHhCRsUQf9N4QqcmkXDrxG77a3lvF3hEtIOC46r2NyvJY3HR9PJ2TN+V0/TCtgNOxZaNFRmZg4DbK7JgUxHv1rbwSlX3m8vPrR10eLwkaFSsnToMjSBg83pJ/TmXrNXbmbuxAIvH0+v+36tvxawIFnq7KzuJYQZdUFt6iMb/+dbMRGZFBr/NZ3ZZP9AYlMoDCqJdX7uer8q+AuBfv/2LjfUbD3hMFpfFr6uyv5L3naJu7+a/y7LdyxBFkR8qf/Cv31C3AVEUKWkv8bc9NuuxAxi1zB8F0SsGxamEzU5FndB9SjR0ZjJhc6Xgb4/JiejpPhXkbglUN3dVBQK+NZnhKHQqIk7OIumOKagidURfMJSYy0ag8QXvquP1qJO6H1c3NIrYq0cRfUlgitRe0o7X6cFZ232KaW+0vJePq0baxmt1Y8s/sNpacuqyjMxB4KfWwFTFnsGuHlHklapGAM6Kj2KQXkeOQUue2Y7Xv42TD+pa+b/UuG77rrY7ebxc2v78+EgSdRomRxhYEBvBy779ApyXEBUUkzImTM+n4wdjcXvIM9sosToYdRgDW/vLmto1Qct///nvfH/e9+hUul622Del7dIcfLQuer8zc6YlTQPA7rFzz5p70Cg0vLrjVf/6anM1dZY6ituKATgh7QR5CkgG8MWpdEjxY4JagWFaz0rIgiAQPi+Djp+qwO2l9oF16IbHgFck4pQsVNE6PK0BY0XQKok6bwiKEBXajPA+jUWTGY6rzoIiTE3Y7DQ8HU4i5qUjqBTox8ShCFHR/PpOrJsbcJQb8bTYiTxrEKHTkve5b1ejFWdZ8PStu7H/2U1dkY0VGZkDoNkpuV0LLIEbR5MzMA3U6nLzRFk9m3y1cOb4pkBOjo0gzxyYuqmwO/m8oS3IWHmgpIYvG6WsIYcoMsht5+mcZDSagHfk/MRoNpmsjA4N4bkRPQdwGlRKpkSGMiXy6Hpg/lb3GwATNBPY4tyC0WHkhW0vcMXIK4gNid3H1gFEUaTN0YbT4+TPK/8MwPDo4fs9rkRDYtDyi7kvUmosRaPQkGhIpLKjkuWly3l+2/MADI4a3NNuZI5B3PVSbJluaBQxlw1HUPdcFgNAUAoIISpEmxvR6cXmmw7yOjxEnp6NeV0tACGjY4k8azBKQ/+meMPnZaBJCSVkVCwKXXdTQJsZMHo8Pi9O+xe70Y+L77F/V2zbpbHqhkcTMjyGts+LcTUdWNyKbKzIyOwnVo+XEzYW4PKKRKkDP6Vym4N6h4sEjYqLtu1mu09mfnyYntk+Y+XPqXG8X9tKmErBO6Ozmf77LrZ3WLF6vOiVCpxeLy/uMZ00zWXpNq1yeXIM0WqVX+b+aEQURbY3bycnMge9WvL8VHdUU9xWjEJQcLLuZKYOncqLO17kzbw3+bDwQ1448QUmJU4K2s+Oph2srFhJlC6KL0q+4Lyc81hVsYqRsSN5f9f7QX1Hxo7kQJibNtdfhbnUKHlr0sPTmZY0jfd2vcf/tv4PAL1KzwlpJxzQsWT+OHRO3agSDHs1VDqJXDgI4/JSvOaATpKz3ET7st3+ZcO0pH4bKgBKgxrDpMRe1wtqJbrh0dh3tQa12/JbMExIQBRFrJsb0aSGok4MnlJylEmBvrqh0ajifanYNWZEUdzvqWHZWJGR6cJv7Waer2zkkZwU0kN6TvnrZJvJSqPPi9LmDsSb1DhcjFuXR6JGHSTGdld2EgrfDzVaLcWuKAQBnUIgSaumzuFii8lCmErJ6tZg0bFwpYJJru6aCApB4Iz4yP093SOCZbuXce/aezk9+3QeO06K7VheuhyQKhTrHXqGJw/nxR1S4KrNbeM/W/7D+6cGGyDXfn9tkFjbk5ueBGBb07ZuxxwW3b+05T1ZNGMRaTvS+LDgQ5xeKXAwNTSVCQkTeG/XewCoFWo+W/gZqWGpB3QsmT8O7hbpxUUV07epTMP4eAzj4/FYXLhqzTS/vhPR6QkKetX0EHtysIi+cCjuJhvq1FBM31fS8UMllo0N6MfHY89roe1TSQYg9d/H+bfxOj04KqQpIG1WOMpwLSgFvBYXTa/sIOaSYSjD+h87JwfYysj4cHlFztpawqoWE0+U1e+z/0Zjd+OhK10NFYDhocE3KINKSYhSgSAITPPpjrxV08yZW4p5xKfBEqdR8X+psXw9Lhs9R5fiZF8QRZEnNj4B4M/4KW0v5eXtLwNwUsZJAAyLCjYutjdtZ0fTjqC2vqrKjo4dzczkmQc07mhdNP+c/E/+NPpP/rbUsFR/xWaAjPAM2VCRCcLvWYnpX30opUGNLicKRZeHvCYrguR/TUOhH7gMP4VOhSYtDEEQMExOAKWAs8xI8xs7se9u9/dzNQXiUdqX7Qa3iCJcgypejyJERdRZg6UCjWVG6h75nY5fqvo/loNxQn3hscceQxAEbrnlFn+bKIosWrSI5ORkQkJCmDNnDnl5eYdqSDIyQaxuCzzs8s37nl/daOpurDw9VIrg70wh7kqsundH5kk++fuvm4zYu8hgT4kw8HBOKln78PIcrTz020OYnIFAPIfHwZKCJbi8LibET+Cs7LMAUCqUvL7gde6eejdnZEtVi98vCHhW2uxtQfvVKnv+vibET2DJaUv8000HyilZp/g/p4alBsXShGv6Fugo88fB5fSwa10dth7SdL12t79goSp2/4pZRpyciTJKS+QZ2cReNWJADZU9UUXqCJ8vxcU5ituxrA+IWjY8vRmPxYUoith2SlIJkWdk+6d8DJMTif2/0f7+5vX9F8Q8JMbKxo0beeWVVxgzZkxQ+xNPPMEzzzzDc889x8aNG0lMTGT+/Pl0dPS97oaMzMGi1BrI4im2OvaqfeIVRTb5PCvfTRzCNxNzWDZ+MJcmx/DLlGGsmjyUJ4ZIb9UjDDreGpW117naeTHhqLusHxUq3cwuTIw+oHM6EjA6jHxU8BFWl/T25fJIN7WC1gI+KfokqO/l31zOR4UfAZIhoOySrj0laQoXD7uYS4dfCkhTRWcsPYN1Net4N/9dAAQEVp67kpXnreS6sdd1G8uM5BkH9dyyI7IZEyvd1zqnlm4YdwMqhYrbJ99+UI8lc+SzYVkpP76zixWv7vS32cxOCn+vZ91/t4JXRBUXgjJi/yQEDBMTSLpjCqEzU1BoD30UR/icNGIu6zk43VlhwtNqR7R7QCkQMiImaL1uUCSRZw0CwGN0ILr2rQDdlQE/W7PZzKWXXsqrr77Kww8/7G8XRZHFixdzzz33cM455wDw9ttvk5CQwJIlS7j22msHemgyMkFU2APGiksUKbDYGR/e/Q282GLn0dI62t0eQhQKRoaGoFYEDI2hPu2TK1JiuTgpJmhdb4SqlAw16Njp8+i8NiqTOI0Kg3LfQXhHMg+sf4BPiz4FoKqjihkpM7h99e2EqkOpMdd067+rdZf/85TEKT3uc0TMCNQKNS6vi3JTOdd+H7hXzEqZRVKolA563ZjreCn3JQDSw9LRqrRcNOyig3Zunfxn7n8oaitiYsJE/3GvHXMtCkGeZT/WyF8jZejUFLX72355v5DdW5uYGaoElQLtiJjDVsTzYKAbGYMySounTbpfdgbhOmvMuH1KtepEA0IP9ccMU5MwrazAa3VTc99aPFP7Lh8w4L+mG2+8kdNOO4158+YFtZeVlVFfX8+CBQv8bVqtltmzZ7Nu3bo9dyMjM+BU2oJdt0UWO6IoUmFzBNXnuHlXJd/6pPLHh+v3aoz0xVDpJKpLdkC6TnPUGyodzg6/oQLwdv7bXLvqWowOY5Ch8sKJL/D8ic8HVUD+67i/kh3Zsxy+IAiclHlSt/bx8eO5afxN/mWlQskr81/h8eMeZ/k5y/l84ecDUvU4Xh/PrJRZQeOTDZVjE0WXB3TnPWP31ibiVAKxKgUeUaRZf3TntQiCQOTpg1CnhRF7zWi0gyMB6PihEuM3UimLTvG5nrbtmjlkXV3b5+MO6Lf24YcfsmXLFjZu7K48WV8vBTAmJCQEtSckJFBR0XMtBACHw4HDEXgDNpmk+W6Xy4XL5eptsz8Uned5rJxvJwN93hU+MbdO3ZO8Dgv3GM28UdfKlUnRpGrVFFodbO2QpjOmhOu5LS32oI1nZrieX9skxUeP201XPduj7X9eZizj3OXn7rPf0tOXkhGe4f9c2FZIVngWOpUu6De953n/fdzfCVOFMTJmJC/veJnzc87nsuGXdes7KW5Sj9sf6Rxt/++DxZF83va8VkS3l5Cxe9H46fJuYmqR7hNaASbqpRePSqcXT42ZzB7O70g+9z1RDQkneoiU/u9VBgf+KyI16GYk9noeITMSpWyhHlR594Yg9rcGdR+pqqpi0qRJrFy5krFjpboYc+bMYdy4cSxevJh169Yxc+ZMamtrSUoKqPhdc801VFVV8d133/W430WLFvHAAw90a1+yZAl6/dGjzilzZCECfwtLwyEoOMFh4kft3oMj4z0uHrL0/a2gL3iAFZpwRrrtZHgPrI7GocTitVDvqWeQepC/7VPLp2xzbQMgSZlEoiKRra6tAMzRzuFnx8+cqDuRubq5h2PIMjL9IsyoYki+dE/YPqENl7b7Y1P0QM3KQN2r2MlWRA9kF4SRrJE8LuvNbtpD3cRPPzA110NFyO7dhO7Mo/nUU0j47HMEl4u6iy8CVbCfI6pZQ3qZHoVHoGC0CZuh99IhACqXQEyTlogikRGLT8FoNBIevvd77oB5VjZv3kxjYyMTJwYKJnk8HlavXs1zzz1HYaFUH6G+vj7IWGlsbOzmbenKXXfdxa233upfNplMpKWlMXfuXGJiYnrd7o+Ey+Vi1apVzJ8/H7X60EWDH24G8rxbXG4cvxciAFdNGMWPeZU99ssJ0VJmd3D94DROTRl3UMcAcEYv7Yfjf+7yuli8ZTG5zbncN/U+hkYN7bHfBcsvoMRSwpPHPcmJaScC8M4370C7tN6tcXPLcbdw5coryQzP5OnTnsbsMhOm2XdBQ/lal8/7cONusNLy4g7wSQfMypyEs6QdzZCoIC9LS42Fz1YGKnFnJgzH2uYgQR0oJNrsFhEsak4+6RQUyuAp4iPx3EtGS8HjqQYDlq3Sy0Z6dTUxN9zQra/X7ka0uUmK6puGjOj0UPrQ6j6PZcCMlRNPPJEdO4J1EK6++mqGDRvGHXfcQXZ2NomJiaxatYrx4yVtAqfTyS+//MLjjz/e6361Wi1abfe0RLVafcT8gw8Vx+I5w8E570aHixeqGvmqsZ1T4iI4Mz4KgEStmhHhwfOtt2Um8HS5VPzutdFZZIZo0CoOT0zCQP/PG62NRGoj0Sg1fF38NR8UfQDAZ7s/4/7p9wf1fTf/XVaUr6DEKBXsW1m5kpOzT6bWXEtRe5G/303jb2JC0gTePeVd4vXxaDQaojX9y3KSr/VjiyPpvG0F7UFTFqbPJfVY+/YWwicFXrRbqy2M1ysJU4DVC6qtTejMLpS+YNrEu6eieeB37BYXNQVGssd1rwMGh/7c27/4grp77iXl6acIP/lkf7voDHh3LatW+T9bf/6FxL/9rfuO1GroW0F1f3/DnFTo/XEfxIAZK2FhYYwaNSqozWAwEBMT42+/5ZZbePTRR8nJySEnJ4dHH30UvV7PJZdcMlDDkjnGsXm83LSrgq+bjP6216qb/WnL6ToNSdrgG8XxUWF+YyVHr/Wr0P7R2NywmT+t+BPnDzmfe6fd61eRBUmErSsNlga/mFsnqypWcdk3l5HblAtIWTt3TbmLMXHS29m4+HEDewIyMgOA01fRWGFQ47UEx2GIXhHBF0TfVthGhm+6JwrA4vLHsKhTQ1GFaxgxK4ktKyr59qUdpI+MYe5lQwntoydiIHC3tVF3510A1Nzyd8LyFyD4XsQcJSU9buPYtYvqm24iZfFihH0kAXRGmfSW/aSf3Pssyp4c1pD122+/nVtuuYUbbriBSZMmUVNTw8qVKwkL6495JiPTOy6viNnt4eHdtZy6uYi7iqqDDJVOfvTJ26fpNP43oU6mRobywogMvpqQc9QYKu32dh5a/xA/Vv7Y520WrVuEV/TyUeFHmJ1mNjVs8q8raS/x66QAvJX3Vo/76DRUAOZnzGdc/Dg5M0bmqEUURRyV0r0h/KTuhUI9poD3oaPK3OM+nEqB8BPSARg1O6BoXJnXwpJFv1Nf2v1+dKiouPzyoGVbbuD3a167NmidIjTgce5Y9T3O0lK8FgvmX9cgut3sicvh4f37f2PpU1tw2ruv7y+HNIfq559/DloWBIFFixaxaNGiQzkMmWMEp9fLuVt3BynNbjEFHrgXJUZzTkIUF+QGioJlhPQs1nROQtTADfQgY3fbOXfZuTTaGllTs4YT0vddSM/mtlFuKvcvb6jfgEf0kB6Wjsvros5SR15LHpMTJ9Nqbw1KSe7KlSOuZFDkIFrsLVwyTPaQyhzduJttiDY3qBQYJiSgGxKNQqOg/qlNeK1uPK12MKjYtqoKR4sNDIFH6i6bh1KHl+kX5vgF0sKideRMiqd4UyMgPdA3Li/jjJvGHfJzc9XU4CyR7n2CVovocND+8Sd4LVa0WZk0/+9ZAJQREURddhmxf72RguEj/NvbduZR849/4igsJHzhGaQ8IXlaRVHE4/ZStasVY6MNY6ONV29ZzUX3TSGml5TmvnB0J3zLyOyFd2pbepTET9aqeX1UFsMMOryIGJQKLB4vCmB+jKTDMTc6jJ9aO7g46ehTkH1tx2s02qSbYa2lFqPDuE99kf9u+W/Q8qJ1iwCYnDgZs8tMnaWO3KZcJidO5t38d7F77IyKGcXjxz+O3SMZRwDXjLlmQLRM+ootv0V6wLi8hB2f0qfKtjJ/HERRxN1kQxWj61GUrL84fV4VTUoogkqBKlKKl1Qnh+IoaWfjh4UUVpnxAOm+KSBBq8QcqWV3oREPkDMpeKpjzqXDyB4fT3SygQ8e+J2q/FZMLTZKtzVibzl016t182YAdGPGEH7SAhqffArj0qUYly5FnZGO6HKhnzyZ9Hfe9k/jJNx9Nw2PPgpA80sv4qqQEhFMy74i9rrr0WZnseqNfIo3NnQ7XnVhm2ysyMj0xPaOgBflyuQYVrWYqHW4uDI5NkiZ9ovxg/ndaGFGZCgjfDL3z4/I4NsmI2ceIRWN3V43Ba4CTnCfsM/gu67TNwCLtyzuFhy7JxvqNwQttznaUCvUnDX4LHKbcllRvsIft/JT5U8AXDnqStLDJff2R6d/hFJQHlJDxbq9CevWRhBBGaYhZGwsLe/k+9d7TA4MU5Pw2tzoBkUCIHpE3M1WVNG6o8aQcVSY8NrdhAw9+gznQ4koirR/uRvLb3WEzk4l8pQsACyb6jGvqSXm8uH9KiDobrPT9okUKK5JDw5NUMXocJRApslBZoQatyjS5JbiMwyTE4mek0rO57sZOSuZkD0qDGtCVAyeGA9AypBIaoraefee9QAo1DrcF3pQKpRBAnMDgWn5NwDoJ05E3yVrF/AbIdFXXxUUbxJ9xeWIbjeNTzzh79OJo6QYVUZGj4YKgLFp3/XW9oZsrMj8Yal3SMFw/xuezgWJ0TzsFWl1uYnXBF/2o8P0jA4L1uiJVqu4NPnISYVfvHUxSyxLUO1Ucdvk23rtJ4oiu9sl125KaAo15ho+LfqU84ecz4iYET1u4/a6KTeWA1Khvy2NUvrl8yc+HxQUu71pO6Io0mJvAaS6OJ30tu+DibPOgqfFhm6kJFduWlWBu8sN0LIxuFK25fd6LL/XgwIS75iCKkJL89t5OIrapNolw6OJOn/IYamx0le8FhdNL0pxBIl3TvG/2ct0x5bbhOU3qUCedVM9kadk4W610/ZpMQCWzQ1ELMjs+/52tvg/64YETwOHjIqVri0fKkEgSS091JVhakJCNZx4Rc81dLoy8ZRMaoq2+Ze9LgVv3LaOxOwIzr19Yu8bHgD2wiJq77oTR/4uUKmIPO9cNNnZJD74AHi91C8K6JhpBw/utr126JCgZWVEBB6jEXtZBV/e/5u/fcH/jSQiLoSmyg5+fr8QY+OBacvIkW8yRyWbjBZu3lXBRqOFD+pamLI+n117VEqu8xkryb7sHrVCIEGrPurqcoiiyJLCJQC8lf8WRoeRxzc8ztt5b/v7eLwevyHR7mhHQOCBGYGbzvra9b3uv7KjEpfXhU6p4/HjH+fOKXfy4WkfMj15OiAV6FMpVLTYW6juqMbokAICo3WH7k1fFEVa3s6j5b1dmNfWInpFfwXbfeIFV3UHbqNDMlQAPCK2nS2Y1x5cYb8DwdVkpeG5rVh3NPnbrBsbA+trjt4Cr167G495/4UORVGk7YsSWj4oQPR2F2RzNVpp+zyQveK1uPGYHP4KwFJb/5RhPe3S9aUdEoUuJ9hYUWeGYxLBLYqIx6UEKdcqQvtepDBteDQLbx7HpNMyg9rrS43k/ljFvjRb7WYXnn4UBBRFkbq77pIMFSDy/PPQDhqEIAhEXXABkeefH9RfnZjYbR8h4ydQlzgNa4jkHYo4T5oCri9px9QsfWcxqaHkTEogPiOcyHjpRbC98cA8K7KxInPU0eZyc/qWYj6ub+OBkhr+XlBFpd3JvcXBhfE6jZVE7ZGh17A/5Lfkc+rnpwa13fD9Dby36z2e2vQUq6tX4/K4OP/r8zn+o+N5ZtMzAKSGpTI1aSp3TrkTgN/rfu+2b6/o5avdX3HmF2cCkBWRRaIhkUuHX8rI2JH+fjqVjmFRUkXh1TWrEX3iWIdyysfTZMfTLqWXd/xUidfslLQvFBBzec9eHUETmOZx1lqw50tvyuokAyFjJY2LjtU1eEyOHrc/1LS8twtXtZnW9wsAUDkFrL8GrmlXXff4q6MBURRpfH4b9U9twt1sw7MPo0FrU9D8321YtgYMNeumBiy/1WHLbcLd0v2hZ15Xi+j0oMkIR50oPRwdpUZ/2jHQd+MW8Do9OMqlUi4hQ7sH11cVtLHa6OJXj0DySZlEnhFQb1aG96+ictqIaKaekc2gicG6K2s+Lqa6oK3X7VrrLLx111qWv5CLKIp4HQ7KL7uM+gcf6nUb29at2PMDU6XRV1wRtH7PVGRB0/1ccn9tZNewy9kx6hoMM2agGyH9/oz1Jn+fMXMDWU+RCdL/o6PFjqV9/39rR67/U+YPg8ntwaBUdEsJ7g/FFjt/21VBQVgqyk3F/vZNXbJ7Gp2Bm+AWkwWzR3rjSNIcvcbK58WfU22uDmrb3hzQPPnflv+xRL+E4jbpO/mq9CsA5qTNAaRpHYCdLTsRRdHvVXJ6nLyT/05QYO3xqcf3Oo4xcWPY2bKTVRWSOFSENgK14tB9r86yQHqn1+L2P7iV4Vq0WQGZbmW4hrDZqWiHRKGKCcG8rhbj16VYfq8D31uqfkICoTOSaWy24aox0/FLddDD5nAgur24GwLXsugVSakKQXQG3pqdtUenseK1uPzTdfVPbULQKIm7bgya5FCMK8qxF7cRe+VIlL7YjpRKPZ5WO20fFYJXxLymBo858Nv2GJ2o4wLTtqLbi3WzFCcRNicVx24jrnor9sI2f4AsgKfVjujbnyYzHG167/LubZ8X46qRUpGVkd11UIo3NeABMqckoFQpCJ2RjKBS4Cg3os3aPyN+ysJMamtr8bTrcNokufr6UiNpw7t7MC1GBx88IL2AVO1qoyq/lajWXRTXhRJSuo24W80ofanGbfUWNi4vR692kfj+3QDop0wh4c470GZl9XucG7+WihVaDMkkPfhvRLuNptgxNFgiwADDpiUyYmayv78hUktidgT1pUbWfFrMgj+N9GvT9AfZsyIzoBRZ7ExZn8/sDQV8Ut9Kbsf+zVu+WNXIlg4bVkFJh6dnt2end9gjipy6OWDQGFRHRyBlTzRapbfL2SmzyVAGdB5OzjwZlUJFYVsha2uC9RCGRw/nbxMkhcnsyGwUgoIOZwdNtsD0wr1r7g0yVD447QP+Ov6vvY6js6rw5gYpgyBKe2hTud31wdeNvbgdAFW0DoVeTfSlw1CEqgmbnUrozBTUcXoEhYBucCQowGt24bW4UUZoMExNRFAKhM5KAcBZ07M+xkDS8Us1ze/kI7q8uNsdNDy7NXj9sjJiG6WHpGG6pJLq2N2O17n3mitHIp624Ldp0emh9aNCRK9Ix09VuKrNtH0e+L2qXYEHWdsnRbjqLHg7AlNIe3rCmt/KQ3R5QSmgHRSJNlsyFqxbG/EYA33dbQ46Vldj/KaMphdy6Q1HmRHbtsBvRblHnJDoFanMawUIUqE1TEkk+oKhCKr9e6yGReuIGWdn3tWBWBe7uWcv1OoPi4KWv3o2lxXf2SnKuYDcMTdiXP4NxmXL2P2na/n8ru8o3thA7rpWqmxxoNeT/Pi//R6RPdEO9x2/B5Vum9mJu8u0kwUD9WYDO0ZdS6PvxSgqydBtu+nnDEJQCJRsamTNp8Xd1vcF2ViRGVAWldTQ7vZQYnVw065KLs0t3ec8bE/Y95inVgowKCT4JrLb5uCtmmbWtAUePpPDu/9wjiZabNLUxcLshUQrA29YU5KmcPbgs/3Ls1Jm8dK8l7hixBW8OO9FtErpu9EqtaSHSRk7Je3SnL7L4+Lb8m/92358+seMig1Wm96TqUlTgzwpIaq+Z1UcDDx7uI/tBdLDQulT/9SPjiPpnqmEzkwJ6qdONBBzaeCmHL4gE4Vvekjtm0t3N1r365rsC16bG3tRW9DUh6PMiPHbMuz5LThK27H8XhfkVQGwbQ5MgUSckoUyWofo8GDPa+Foo6fpF3eDlY6fqvzL9l2t2EvaEEURnXXvLxcekxNXk5XWjwtx1phx7G4HIHxeOgqN0m+sdKKKD0GhV4FXxPRdub/d6/Rg29mMcUU5oseL6BUx/VRJ08vBas17GitNVR3YzS7UOiWJgw7+VGjq8ChmnicFtpqau0952c0uyrdLsTihUVp/vExDS+BxXvHoYmpuv5PfrBOwd3mxyB9xNYqHXkfdpR7fnqQ8/RSGWbPIePedbutaaix7LJvZ8XPw9HuoQcT86xrsu3b525IHR3LilcNBgO0/VtO+H8G28jSQzIAhiiK/GYMv7maXG6PbQ6S6f5dem0tSQBzutvHlcROwCwo+aWjjod3BAZJ3FgWmTEaHhvDumP67OY8kmm3STSkmJIYYRSA7KTM8k/NyzuPiYRcTrgknwSBpOcxMmdltH4MjB1NuKqekrYQZyTPIa8kLWjc0uucChV3RKDU8cfwT/P3nvwP4M44OFR6j9GatjNLiaXPg9t3E1ckBY7S3wOmQkTFEXzoMT6sd/fh4f7s6PgQE8FrdeM0u/zTEwUIURRqf24q7xY4mM5z466Tq85bf6/x93G0OnJXSXH/ozGTcLXa/IQYQd8dEFBolIaNjMf9SjaPMGHQORzqiy0vrhwU9rjOtqghatm5uJESfhMqz93doj9FBy3u7cDdYsW6RjDpVvJ7wuZJRrtCpSPznJOqflFL4leFawuem0/pRYdB+XHUWWt6THqiKEBWCRoFpRfCYNJnhkqHThVqfVy8lJxLlAKUXR/u8E6YWydAry21ix8/VHH/RUKoLWvF6RGLTQrnwnilU7Gzh6+eCPUUV6fNJqV1De2QOiF4yKldRkXGSNP5WLXv7xWuzs0l/7dUe17VUB3shN35dTssenknH0/dTtUuSQhheEDBYhk5NpGB9HdUFbeze0sjEkzP3+T10RfasyAwYNQ4XVo8XtSDw27SAa7Mz8LUv/NraQYnV7o9Hme8wEaJUEK9VMzI0MJd8UWI04V3cr+EqBU8PS+u3UXS42VS/iYu/vpiTPzuZT4o+8RsrsbpYIhWR/n7pYekIgkBOVI7fUOmNYdFScGxuUy6rq1dz+beSxPa0pGl8cNoHfZbDn5cxj4zwjKB9HhJE8Prc+YZJwdkJmtS+lebQj44jbHZa0Fy5oFaijJauIVd9/+NBKmwOVjX3LpXuNbtw+x42znITzlozHqMDa5cpBneLDadPpt0wORH9hIAh4tR4UYRK3iyNT0zrcExZHQi2vObOYsUYpicRdcEQku6bhqAJXHMKn5Fo3dpIy/98D111YL1ueDQJf59AxCmZgBR7sqcnSjc4Mmi5q56KdlAE+vHxGKYkBmXtdKaEAxhXlNP+5W7/8aIvHU7SfdOIv25sNyO4brf0P0/a45j9wet04rX27l0Ij5XGb2yy4XZ6+PXjYqp2tfH+/b/xywfSFNDQqdJvIWNUDJc+MI00RSUhVil2pyZlNhsm3wNAyrBoFrx6E6OmSh6WGp+xtT90GiaaEFXQcmJ2OOdfFMqkzU+g2hXQbPKYg6/XQb7ru2pXK/1FNlZkBowii3SjztZryQzR+o2L2j4aK6uajZyfu5srtpdR75A8KxFiYM5+ZGjghnRLZgJFx41h64wRvD4qk3VTRzBmD+2Uo4EXc19kZ8tOasw1PLj+QZxeyaMQrYsmQhFwOcfr+/52PTVpKgArK1byt58C1VKvGnkVOlX/iqi9edKbXDj0Qh497tF+bXcgKD2CP9A09LgUtDmR/nXqHubH+4M2TTJ2HGW9Gx09UWFzcMLGQi7fUcb69p4NCNceru72r3ZT91iw+J69oBXR6UHQKlHF6wkZEYM6VTJMTBGB30mnseKqtyC6+56qerhxdTEqQkbFYpiQgNKg9svPA+jHd68+HDI2Ft2IGLQ5kUQuHIQ6wYDK9wC3F3bPkOn8zrqScMsEwk/KIOx4KTMl6pwcku6dRtQ5Od0H6hH9RlX4vAz0o2NRGnoOIK/3GSsHMgVUedXVFM86jvZPP8Xr7J7SHREXQli0Do/LS9GGhm6xKwqVQE6XIoCRCXpGt3xLas0v3fYVmxKGJjWVaReOAgGMjTZsHfuXRt4p7DZ4QvD/bNJpWcTPmUJ8RvDLg6sm2PPdqWBrapKeDdtWBQvL7Q3ZWJE5qLi8IvcVV/NFQ5vfWBmilx6IyVrpDarM1rf0tSfLJdGlUpuDFt80UGQXYyVOo+bhnBQeGJxMpi9+JUmr4bS4SGI1R5dHpZM9qxt3olPpyFRmcvWIq3l01qP90ooZFTuKULV0k3B7pe/xT6P+1OOU0b6I08dx77R7/R6WgUT0iogekaRq6SGlMKhRaJTEXDwMbXYEobNS/PEne2NZYzvj1ub1aFRoB0tvm44+vG02OFyMXruTG/MrWFLXisUX6P19i6nH/u49FDudZb5+Amh8GSOdfTRpYQgKAUGlIP76sURfN4qqrIC3RxmtQ9ApwSP6p8COBjrTjMPnZ/hVhAFUXbJ5QkbFwh7ZIaoEPbFXjCDuz6NR+eKSum6zJ5rk7saKOtFA+Nz0INl9pUGNfnKCP7i6G8LeDWCn3Y3VV7wwdj+l493Nzdi2bMFrtVJ3733U3nFH92EoBEbNlsa45pNiXI7AfU8TouKCuyZjiNAG7dORv4uU2jWMmhg8rvSRUqybVq/2e2xafJllu7c2su37SkRRpL7MiLlt7+ndHT5PYeaYWH/bvKuGkzFSMj7DTzk5qL+rNjieJTxG+l+a2+w4rC52/Nx3naOj844uc8SyvKmdV6ubeZVmEnwGwzCDdIEm+FKI7y2uYVCIlrkxvacObjVZ2d4RfFNWCwIGMfit8v9Su7+VHa0025qxe+wICNw55U4e2/AYAIMipLRaQRC4adxN+5Tb3xOVQsWslFl8V/4dAM+d8Byz02Yf3MEfRDwmJ81v7sRVZ0ERpiahQ7p+1L6Hg0KvJu4vY/q0r19aO/hLXjkA1+WVkzszOJC400vjrO7Aa3OjCOn9lvhRfStNTjefNbQxMzLwQFjd2gF7ZD6LooirQXog6Ccm+FNrARJvm4To8dLwny3+tq5y7oJSgTolFG+XMARBEFBF6XDVWXAbHagTj47A8U5jrGtsESAZXj40yaGoYnT+vi2xDuIndvccqmJDQKUAn2dJFRfi30YV1/eAb0EQiDw9G9Hh6aZ6HHfNmL2m1XY+rLUGlX8qpL/Y8/KClju+/Q7HX/+KIj09qH3MCamU5TYHVWWeed5gMkbFELXH/9/45ZdSLZ+xYzjuT5NwawsRBMgaE0vaiEBgfkyyAVOTjS//s5VTrhvNdy/vBGDTN+U4rG50oWr+/NRxPY7b6/Fi9gW6x6WHkzYiGlOTjawuGVFRF11E45NP+Zc7PSv1DheLSmq4ODEapUqBx+3lh7d34Xb23UsoGysyB5UfWgNvmQ1O6S1+TJh0I4nvImt+464KtkwfiU6p4MGSWqxeL4/lpPg9Bp83dJ/THGbQIhy+auoDyqqKVdz6860AZIRncMnwS7h42MX8UPlDkKz9/nJ86vF+Y2VK0pQD3t9AIIoipu8r6fgh4Br2dgTc37G9iL/1RoHFxoVdKmo3ON2Y3B7Cu6SyqyK0/oeeo7SdkJGxPe0KgA1dgsXXdvHS7DTbMLs9hPr2K3pFGp/d6teC0WZHoIzU0vFDJbqhUahiQ6TsI6UgTT8Amr1ofnSijNDiqrN0y4w6UhHdXr8XqHMKpxP9mDhM31eiGxSBoFIQdfZgzL/VocoIY3PzZkaouzv9BYUAXWQLoi8aRsv7u9BmR+xX0cLIMwehGxWD1+ik7fNiIs/I7pZJtCed2Tnh/agxtCddRdk6cRSXEJKejr6oiOaCAkJyhhAydgxTzshi2X+3AdLUz7h56d22BbDnSfsMnz8fhVLRq9R/eJf/w7cv7Qgc3yrdq+1mF16Pt8e6RBajE9ErolAKGCI0LLx5XJB2E4DCYCD722+o/POfcdfW4aqVjJU/7yxjs8nKyhYTd6olY6Ust7nbMfaGbKzIHBBlVgcLtxZzRXIMt2Um8mNLd0nwsb7YkYsSo9lktLC6zUyry8P1+RXcnZ3EC1VSRP+1qXFk6SXXZolVuiFHq5W0uiQX6LlxkXDkqKMfVF7MfdH/+czBkqKsIAjMy5gHgMvVP6nwPTk562S2N21nWPSwQ5523Fes25qCDJWuKGN1CD08wHrD4vZwzc7ybu2FFjuTI4LfSrWDI3E32bCX9GyslFodvFzV2Ot0jwi8Ut3E/JhwRmq0tLy/K0htNmR4NAq9mtBpSQhayaARBIHQ6cmY19SgjNB0k3Pvic4U2qPBWPGYnTQ+uw3RJQUJq6KDrzllmIbke6aC70GnzY5Emx0pXeff9L5fw7QkLOvrCBkVgyYllKTbJ+/3GAWVgpCh0YiiiHZIFMqIfWeDdcrJh8f2L9arE1EU6fj+B2lBrUYREoLXZMJZXo5OFEl9/Q3agXYAhYLMjz/2b+t1955e7yiXhNo02Xt/sUnI2sMoFr1kVH5PR2gKrTGSavWHD23g1OvH+JVnO+n0KoVGaf3ep56mo7VZWcRcdRUNjz6Gq7aWFc1GNvvEO60eLzXJGuJ3uymLVzFjVCq8udch+5FjVv7geL0iLqeHwt/q+O7lHdj7WR9jXyyuaKDJ6ebp8ga2mKy0uNyEKRVcmiS5HtN0GuJ9cvfpIVo+HjeY2zKlwLBvm40ctyGQ1tg1lmW3z1h5NCeVM+MjOSE6jPMTIg/q2I8Umm3NfgXam8bfxJ9H/fmgH0OtUHPPtHs4d8i5B33fXRG94n5plrjb7Bi/KQ1qi706IPkv9CE2pSvfNRsptjqIVivZNH0E03wGSo09OLCwweGiNE4yArpKs4uiSKnVQYXNwambi3i7VtI3+VNKrH9aE+CkWOnm/0RZPfM3FVH2Q3mg/hDSFJBCL13/yjBNUIxN+AlphM9LJ+76cQjKfccg+Y0V45FnrHgdHiybG/x6Mpbf6vzjDD8xvcfzE1SKPp13VyLmZxB90VCiL+pbNlpbvYW37ljD1r0EcgqCgCpS22scmLnNTkerHZfTQ7PvGtlfz4o9Px97Xh6CRkPO6l+IvupKAJwVFTh37yEH4PVi3bSR4TMkTZSYHoKIAUSvF2dZOQCazIBUQ+fv0NXQgGnFSlrfeRfxb+cyY4Lb32dmcjmDyr5k3I4XiG6VvDNt9VY+f2pzt99xR6ud+MbNjFlxJ8VzT6Dtw496PU91sqRga2po5J7igJzE2T99xwjjz7SNC+O9ueHsXP9xb7vohuxZ+QPR0Wpn5+oaxs9PR+eLZF/1eh4lWxr9ke4h4RpmX7xvXY2+Ut3l5v+wT/NkdnQYTw5NY2pkqD+4tivXp8WzpK61Wwpzqc3BCYDD6/Xvd0ZkKGclSG+dB+pdONLweD18V/4drXZpymtY9DD+MuYvh3lU/cP0fQWCVkXotETspUaMy3aDSkHCzeP75Zpv/6JEmvJRKQgZEY2gUaLNiSLigsE0Ly0iao9Cb/sizyy9BS6MjyJVpyFZpwGjhZo9rrlztpZgb7PxJZLuhuj2IqgUPFFWz38qAnEmGkHgrdFZnBATzi6zjbkbCxkfpmdmZCgrmgMel3esHVzj+6xODSX87EEsbWhjXJje7zXsRKFXEz6v74HKqogj07MiekWaXtmOq8aMflIC0ecNwearwxQyMgbDtN4FyPqLQq9GP67vmXCbv6vAYnSy7rMSxs/veQoFYMfP1VTmtzL/6hFBsShup4ePH92IrSP4uolN27/gWluuFIiknz4NVVQU2sxMAIxLl2JcutTfTxEaitdspn3bD0x/9DSikgxkju65Crxl7VpEmw1UKjRpUuaTadUq6u69j/i//52OlSuwrAsUMtU98zcW3vdvvGNn4V30Ip0htfGNm2mNHoHSbSMubxUlC59GbG4kbN48Eu68g46aFkblvyF9Lx1Qv2gREWcuRBHS3XBTp6RQmJ7NovOvpt7uIkWr5grRxoKPpeKrpothli2GBcs/5/4+fneysfIHYtl/t9HeYKW11sLJfxmF3eKipIsSJsDOX2rIX1vLRfdO6Rak1V9sHi9butTm6RSAWxAbgUIQuCCx56q8oSoln40bzIzfdwW131tcw4zIUFSCgBcwKBXEHaVZPb0hiiL/2fwfonXRmJwmXt0REF+aljTtMI6s/7hbbJi+l95YjcuDvSLuVntQ/Za9IXpFf9G4qHNzMHQRPdONjmV71QZOTe+bnkonuyxSbEFnunxn5e3aPTwru20OCBGwagT0ThFXvQVNali3KZ/Fw9M5wRcQPjw0hN+nDSdMpcTq8fKvksDc5Hqlx2+saLMj+HtxNZ/UtzE2LIQVkw7sJcGvCdNgQfSK+1VfZSBwVpr8dXRsO5pxz0vHVWsBASLPHnxYq5x39Q4U/FZHRGwIoiilHSt8358oin75+i0rK5h2ZiBauqHM1M1QCYvR+fVC+ouzRFKR1g0ZQkmjmZihwXFYXpWK1OefR3A6qLnpZsx5GygpfZDx85/tcX8eo5Haf94OgH7CBAS1GndbGzU33SyN/7HHEB3djVvL0w+S9sLzVO7cGTgvq3QdDy94j/jmbXT6X9o/+QRvTCLeXd3Vk9s//5zoSy/t1u5KSOTOv95Oe5gUA3R9ejzDPw14YmZ98DazAHM/vLB/rCfBMYzd4qLdp2lQvr2Zb17YHpReplAKkriWV8TrFind1sTEkw/MWPmhxYTN60UlQIhC4a/Zc3LsvvUHsvVanhyaileUsnxuLZSktz+qa2V8uPSQy9HrDuuN7mBSYaqguK2YzPBM3szreZK2Uw/laKFT8KwnPP0wVtxNVkSHB0GtQD/mwLO7RFEk3ywZKyMM0ltfik6KR6hxBIyVnZ11qgSB3yIVnNDowbKpASE5lEJLIBMtUalkYVxk0DEyfKny0WqYGx3GT63S9EBNiHS9lmQb0EyI5pNd5QDkdtiosTv949gfNKmhCDoVXosbZ6UJbeahq3q9J64GCwqDGmWoJkijRnR4MK+THnqajHCUoQdXFbi/uB2BgNwf3gq8HKWPjGHW+YOJSjT4U5EBNn9bQXSygSGTJcG1rgJqMSkGhs9IJnNMDMpe6v+IHnGvU1uOYslYaY9P46T//EJmjIEPb34J87dL8dqNVJ95AkNmTMdaLqnvqmsF6su/wTviKRSKPWsUealbtAhPezvqjHRSnnkagI4VKwJ9ejBUAESrlcqrrgZA0GoRHQ7CbPXE2sqIb97WrX/rKy8T5u2uzdL09DNEnHYayshIKipept24mVEjn+Uzq9tvqADMLS3CteYX9jRNjFOmQUnfagXJxsofhD1LiVfmt+LyFT0bMiWBGecOJiRMw7cv7aB8ezNNFd0DYfvLV03tAFybFs9Z8ZFcur2Us+OjgrIt9sblyZIx1eR0gU8J++XqgLpnp9FytNPh7OCKb6+g1d5KsiG5136dFZKPFjo1NAD0E+JR6FT+B1VP9WB6o9Orok4J7XcMQ0/8brTQ4HSjUwgM83lWUvyelcBb8ktVgWvtkZE6fkzwcOfGOgq14NSBwSXyjwI7k4fFo1IItHxQgKvGTPwNY/1xKKIocm1aHH9OjeWy7WW0aBV8mKbmqRwF+AyVTla1mLgqpfdso30hKBXohkVh29aEvbCtR2PFtrMZQaNEN2TgCk266i00LN6COlFP6MwUOn4OrgpuXi1pa3QVfhtovF6Ryp0tpAyLQt0lLsjUYuuxf2VeC0vyWhg+I6lbsOz3b+QTkxJKTHIolb5aTJk6BdMmxhFzYlqvY2j9pAjr5gbUqaFEnJQZFDTtarTS9mUJ9gLJg1Ooi0EU7ZQ1W1hOCAtGSrFkGQ2ScVXnXYkr1Yu6WoH+NwW7hz5NTo5UMVl0uWj8z2JASntGrSb54YdRxUrXlunr5T2OT5OVRdTllxE2dy5V19+Ao0CKF4w46yxMX32F12plUuNnOIHmjOkUJp2KW6Vn2oYH0Tolg7TDkEL0icehVzmxbc/FWbIb08qVRJ5/HiW7nwCgsfFrNpkm+Y9784dvoDA1I3bx4nQSmbejW1tvyAG2fxAay7tnKtSVSBdY2vBoDBFaFAqBcb4f2+6tTeT+UIVnP9UwRVH0i2zNiwlndJie3BkjeSCnF7GlvRCnUfPNxO6qkn8UY+WV7a/441JqLd3TmRSCgkdnPYpefXSdb6dnJXRmMtEXDCVy4SC/2Fb7l7vpWFOD17rvOKNO+Xnd0IPzgH3XFwx7XkI0BqX04Ap4VgLj2d6lArhRo+C7ZDXLU9TkFknjGdrh4YxaN95drbjMTmy5TbibbVh3NGNye3i9uolHS+u4KLeUv2wpJd4u/Zbez+xZB2flXqT5+0qngdJVdt/r9ND0ynaaXttBy3u7aH5j54BUZ277rJim13b4tUlc9VbaPitG9AmW6YYHpn0VelVQ6YCDjSiK/j+Hzc3WlRUsf2E76z4rCerXmb3TG7vW1fH7MimTJiErnPBYHaIINYVttDdYaSgzIQBDNQpsq2t63Y/o9vq1dFzVZppf34mzxoyzvBzTj79Su+hj7DvK8HYYQamkKTrw0vIYNhqQrh2NS4HX4aG19RcsM6W2kA0KKqtex+WSXkjbPvqY1jfeoPUNKX4k/pa/oZ8sZUW56uuxbvZVRr/icv8xwk4+mUHffkP0JZegTkoidfF/UKemosnOJurCC9BPlby6zjLpuxj72C2ok5LwqHTsGPl/ODQReAUVxTnn03b2GTScfx4RZ0pZiy2vvoa5epv/WE5XKzt9ns2nf17Owm0rsW+XYnVKMgLZSm6lEtHS9zIXsmflD0KDz1iZce5gLO0Ocn8IVDQN7yKYFJcRhkqtwO3ysuaTYtQ6JSNm9v623xOiKHL5jjIanW4EYLwvNflApmyGG0IQIMhNODXiwKapjgTqzHW8t+s9AGJDYv21fjq5Z+o9zM+YT0zIoXsLPVh0ek+61mHpmv5p/LoU47dlxF41ssfUXNHjpWN1Dc4yIwigH7/3Gkd9QRRFfvFNyZybGDhmZ8xKi8uNzeNFqxAot3V3a2+LVJJmlR4Sel+qqLbFwcrN1Yz19XGUGVlpNjNudQPPDNNCgoq/FjlYF6uiUadgSkY0XzYFDJOHc1K4t7iGte1mLB6P34DaH/yy+zUdfo0L69ZGHKXBhpC70drnukl9wd1u9xspex4LJHVhw9Qk7L6aLxEnZw3YFJDN7OTjRzaSNDgSh9VFZV5Ak2nnLzUICoHGchPmNgdOmxtBIXDlYzOwmpyUbmsifXg0+WtriUsPY9uqKjpa7egjNEw5PYu6UiOblpfz60fFgDQ9kRCuRud7re9tmqenmk2t762k/b1FiJ2JAUrpGlSnZVPfxYZyAVuStJxqFBGtbhxNTdhsFSjGAx8LaCoVRL+golX9LQnHXYKzNDg+zDB9urSfujrq7rkXRJGQiROJOP102t55F4DIc4OzADWZmQz+fpV/OfLcczD/9JO0IAiEjB7Ogrg2dv7QwJg5k4hMuJKP7l+LW+1l+YplAPztyitRvv0OrqoqGu59COEiELXQZqmk2CqdYM7lSTTMdhH3kIi6TkFpUirfTZnFn5d9RMpLL2P65Se4665e/tPByJ6VoxxLu4NvXtzurwSaMTKGjD2ixiO6CAFpdCrO+edEVL5CYjU91NnYF9+3mPwBiJMjDOgOQuXREKWC4V1SQpdPyPHHBfSVpcVLOf7D49lYv/GAx3OwWFqyFLfXzcSEiTxx/BP+9tOzT+eOyXdw/pDzjwpDxV7URu2jv/uzPESv6K8WrIoPXF+6odF+PRRlpBZLZC6VhW8jiiLuVjttnxfjbrHhsbhoeb+Auu/LadUIGKYkoors+/97s9HClPX5fNcU/OAssNhpdrkJUQhM7OKZi1QpCVFI46pzuMjtsOH0BffNjAwl1HcNr4tT8VWK9FD5PUZ6l4txisSuCSid2rY1cdyqehIcIv/c5WB2o5sLqlwsrJEeSj+2dhCrVhGjVrF1xgj+nBJLuk6DwytKarcHwGq1G7cAXosbj89YtOU2devXVeflYNC1EjTe4MgDTXoYMZcOQ5sVgTJCgzrJMKBelboSI+Y2B8UbG4IMlU52/FRNQ5kJiy9ravz8dAwRWuLSwph6RjZJgyM58coRjJmbxsX3T+WKR2dw9eOzSB8ZQ1xadwNvZJcgUGdFz96xTgNOFa8n5OKh/AkzW5e9HjBUADzSZ1VCNvUNknHTecXnxmpQRevwqCxsLJsDgBCiQ5U4BADdTgWt1zxE07PP4SgJ9h65GhsRvV4qr7kGy7p1oFYTe9216EaMIHTOHMJPPRXDrL2X1gidMwd1qpRJFHneuXz66ae8/PoLrC3/jFVrliEoRS5cNJPMEwKGWpsokv7G66BW4/q9gPj71KhLBbaZ7HhEGNTRiPPLR1EYQWGStkutr+WzE07h4Tc+JmH6VKKvuabH8fSE7Fk5wqna1Yo+QkNMD7UvRFHky/9uo813Y1JrlUQl6dEagv+t+j3EjuLSwzj1+jEs++82v5HTH16rDngH/jWof16ZvfHsiAzO3FLMaXGRTOyHV6XCVMHy0uV+YbUbvr+BDZduOOzBuaIosmy39BZy4dALGRc3zr9uZMxILhtxmbRQtREEBaROPAyj7BvGFeV4TU5a3slHOzgSdYIer9mFoFMFxU6o4/UkL5qOoFRg3dFEftPFABgKUhHfljwnHpMTr83NKwo7L50QilshcF6cmuf6MZ6zt5bgFEWu3llG3dxxgKShstGXkTYpwoBGETCiBUEgVaem2Oqg1uHkjS7X8AsjMnivtoUny+uxqATcagWIImcmR+Ew2NFa3KR0eLAqoU6nYJAlMHUa6xR5epuvBlZqOOPD1GztsOIURW5MiyfeV2IiscpGbVMHz4Y1oFUo/JlF/eWyXRW8HKlkYpuH+ic3IeiUiPbuUz4H21hx7hHjph0UgTJcS/hkBarcZyDketCOIfGf0nSE0EsA6sGgJ62oTqGyjh6CviftJe1drVWi1gY8XQmZ0v/FLIgYRDhtWBTqLhW5m17ZQdJ904KKHIpe0R+rhWsbn29vp1h0k9AuxfKoT/gXYYOcGJe+iae5AadHR4Mv3f2UMANfdFhYX9pCU1oC5sGfB8a204Fm6AW4TI8jWCQvYPPzz3c7B1dtLR2rvsdZshtUKjLff4+QMVI5irSXXuzWvycElYrMDz+g/ZNP0C9cSOGrgSzFkpIScnNzmTx5MsUlRf72lpYWsidPJunpx6h+4B8oWwT0vylYk60HAe584wliCrp8T4LIiPIS3t65nmnX9d1I6UT2rBzBrF+6m2X/3cZX/8vtUWirucrsN1QARhyXjCAI6MMDxknK0MgeH9qJ2REolALmNoe/zPe+EEWRR3bX8kubdONaP3U4kw7iVM3I0BB2zBzF4mG9B7H1xOlLTw9SgLV77BS39y3CfKBYWb6SR35/hJm1BTzc1MrspOmolWpuHHcjQ6OGcnr26VLHyt/gjZOkv9bSve/0MNK10q+jpB3zWunmrB8T2+3B1KmvougSvlRQdwfWKCmK2l7QSmljB88N0eL2pY9+2tROh7v3OIsauxOLb73D6/V7RURgRbORORsKmLg+n9uLpAfEcEN37YfOQpp5ZhsrW6Q34UydhgStmtPiAwaXw7fvWzOTCO+S3v9tkpr/Du3Z+2PSKihP0fPemGyOjwrF4RV5pqKBh3fX8uqvpeRuqUewudlSY+SS7aXstvY9ALmTzsKgSzK6PAC6GCoWJZQapO/+uxbjQYmR6cTTpUpv2Jw0Yv88mugLh6La9BDkLoGXj4P2Skno7QANFXOlOkhywesJjqvbs2LwKdeN5srHZnLKtaP9bbMuyEEQYOLJGUEBt/vCEKnFOtjAixF2dqapgwwV//G3B3uymt/YibfDicdYQdubT/H+ulKSLC2EeJw4FCr+EhpG2J8uJP2dT6kZfQELEybzu88rdkJ8ODq1ghaLk9MLqmiIl7zCCiOEfqfEWfoD9mw77Re6EYWe03xtmzZRe+edAERdfDG60aP57/fF3L10B5Ut1h63AXA32zD9UOmPK1PFxqK+5BI+/eEHf59hwyTxvRUrVvDyyy9TV1fnX7d8+XLeeOMNHGN1mBZKic7qOjVbmIzg9ZK5u46uuFJFxOwI5p69kAh1//0ksmflCMXc5mDLigpAmurZ+UsNo+ekBtZXqln+sxRdHZceRsboGMb76kYIgsCcS4dSW9zO8RcN6XH/aq2S9JExlG9vpvD3emacM3ifY1rRbOLZSukmMtSg6yZydTAIUSp4rbqJj+tbydHruG9QMltMFj5raMPh8TJFEewl2tncPcIcYHX1aoZE9XzuB5sqUxWtjlbGxI7hv1v+S2VHJasqVoEosqPFN82W9wVMvIrrxl7HdWOvC2z8yxMgeqS/5f+QDJYJl8Nxtx2SsfcFURR7VE1VxeiIODUrqM1jMtH4n/8QftJJiKOC41SMKT+jb5O0RgrCpQfIUL2WBqebdreHcpuD0WGBqRvR68X48ceY2juYtaGAER3tfD1jNNfUB4xrrULg3uIaqvbQT8kxBK7NrSYriyvqCfM9RO/vootyUpxkpAwzhJCj11LsU07WKgTSdRos6eE4dksP/U3RSvIiAg/iihQdGTXSQ2eRo4MNX+Uzb2wyH40dxLOVjTxaWseKZiPmH6twjYvGmxACvmDUfLOdQT0IJvaGxe3heJ/a8+p4FVUhAmm2wMNLNyKGe6NcfBcqoneLWFUC7CijcNao/XowdFJqdZCoVeM1Sw+02D+NCmQaddRD/peBzh9dBteuxuL2UOVwMqyLwWi3uPC4vUGVgnvC1GSjPU/Hj3mFZI6MY+PXZez6rZ7jzs8hfWQMXy7e6pdo0OpVDJmS6BdLi0sP46RrRqELVZM6NIrhM5L6ZagAtC/bzfe+3+x3HR3cQxiCSknKoukYvynDvK4Wy4Z6DNOS8FpcNL203V//SFA3UR0ahzlRy/ASKWawNTaUKpWL5bubqGi28Hz2ZMQuL4+psXomK6L5tbiZME0HoToTeCH+fjUKp4CbdegEAcs8kbrnXSS+k4ri9yYQRVCpwO3G9M230veRM5i4v/2NnTUm/vO95AEx2lzMHhLHBxsqWXTGSMamRQJSOYT6p6T0aBQQPjed+l1VvP3Je9i8vumz8eMZP348BQUFuN3uIEOlk8rKSqqrm2hOCiMKG2KdllpSSG2tReUKNjJdGSLNlzQRzk+kclm//i8gGytHJJJIUWFQ2+oPi4hONmCI0PLZk5uwm3Xgk+2ZcnpWkKYKwMjjUhh53N4zc4ZNS6R8ezO5P1SRMymBuH0Ib73WJa34tszEfpxR37F6vDxYUotTFNneYcOgVPBObUCM6PvQJK7weIj0VR7+sODDoO1jdDG02Fv4tuxbrh55NUpF329WXlHkjZpmpkUYGBW278wcu9vOazte4+XtLwNwXMpx/Frzq399hLfLj7VqI0y8qvtO6ruk7u32vdH88CBM/yuogm/sSq8D5UcXQ2wOnPxYn8+rL+SbbSxtaGNeTDhTIgwIgsBr1U2UWR38KzFOeoMXIPm+aTS/k4+zwkTUeUNQ6FSIokjT//6Hdf1v2LZtA8D49TKE984IOoY9vRRlvQ5Ps53iKOnWMynCQKHFziaTlTKbM8hYMf/4I00PPUzN8fNwj5jG9ogYbvxuNSvTAoa1wyt2M1RA0ujp5KZdFf5aU3tyYnRgOmZWVJjfWBlm0KFSCITNTsWa24Slw8GGGCVGjQK7AnReSDg5i8gmJ2tq29mwSXLrry5q4sThCaTbJUOi0uZE6fFKhgqAb8qha2mJfdHmcnPmlkCcgigI/HWSntfbNYycn427xYY2O5Lv1knXklUVeBgWWOxMjey/2qroFfli2S6uj3BySUIkt5md2BWgCO2S6fSz7xo0xIOlEVf9Tm7fWcIHTZIxuTQngumpWXjcXj55bCMOq5uL7ptKaFTvBktzdcAQfeOfa/yff3qvgKyxsX5DBWDiyZmMXxCsSju4S7Vmja5/jzev3Y15XS1dv63j6OAfoRFcrxAIOzEdy6Z6XHUWTKsq6PgxkMQgItKoaiH/0igeH/sAHeVS1kv4oBZuHv8K//xUDQhS8KrLztT6fEIM8eQkT+CMNAO/FjeTFiplG7nbNCi6XNKCKKAtUODM8WAaVEt0UTze1lYMU6diWbvW3y/qkktoVqi47KftuLNCUdZYWaZzsayoCmVlO2e+u4Htt51AuFZF8Y5GrpypZ369m+SddYxPUbH2g/exKRxECAYmzp3K+PHj0ev1DBo0iLa2NiIjI/F4PKSnp/Prr4H7XKGpgXsTnmWZ4i9orTZGlRbx5HPd70+uVOk3UVh0PwkJp6NWR/br/yMbK0cgDWUmynKb/QqVoi+grTKvld1bGrGbA7UdTrpmVDdDpa9kj48jc0ws5dub2f5jFSdeFVBT3GW2Ea9RE9NFQbbA54ZeOWkIY/rwMO8v1+WV80Vje1BbV0Olk2HrC3gkJ4UOl52vq7ZgNxyH2lGI0t3I3yb8jSc3PklRWxGfl3zO+UPOByRp+30ZLq9WN/nfuv+WkcC0CANz9xJb8NBvD/ljUoAgQwUg1R34P1GyKvAmOvp80EeDtRUswQrDfja/DeMvBU1gGiK1dR2KqlXSvoaeClk9l3LfH+7zZas8W9nIjenx3JWVxL3F0s0zzOzmi5l6JlvhWb2amCtH4G4xo02NwGM0UnPrbUE3TQCxw0pt6bugBX3LSKyRBah/aMLl+YDw2VdSmWiAdjPDQ0OwOV1sAipsDlw+46Ou3UjzC6+QA9TGBrKEvvIZKuMKd1KalYNJIz34ugqzQcBYEUWxV0PlhOgwjosKPJoGdfEUdnoFFDoVCTePx+F087zLSYpWzZv6Ws4N0TMhJxZy4KslgeDbWz/ORRCkGFTlSSnS60Rq999KqdWBzeNFoxBQdnnT/n/23jpKqjNr+/6d8qqu6q52V2jc3QkESIC4y8TddSKTyUQmk0wmPnF3EkJCDIdAcIem6YYW2l2ry73O98dddHXRJJM8z8z7vWu9s9diUV11/Nxy3dfe+9rrOq0sa7Xw9ACxGAjKMo8ca6Yi7Db6cEQeRXY3r9S18WyWni9SDJCkp9MfaWtjNVoO+sQ9l3Y5esGKPRBkY7eNRUlm1L+iftvg8XH7/ip2x4kZc0lbD+mJ8OI0I5+HfGyqbORoZwsfFn2FCeDCj2D5DbwbO6MXqAC8dHAnCeY01JWO3hTiog31zLiwv0zBcetsiHa7SEqJrybH4FVLXLq1k749WB978hTx32uyP0Sgx9NbG6rjBOmy53usLH1+ExvunY1hXCrOXS29QOUQARJRsNXeyLLUATwz+gsAsgN1gJJgqsywxApSDB10u1O4f8+nTG49ii7oQ9LGorr3PC4cnIbLG2DX4Q0AdHUnkhcfS8gi0ohV2VPQxxmwhdbgS4JQdzd1plR2DjmdS/r0u42jJnLnrqMEs/SAnsCgiGtTdvgJFMYxaEcJw2N0aLud1BmVvDdQiXZtE9M/2csglYfYkJ4zFBMpnDWrd98rroikQAN4vd4osLLBl4pLE0NJwSBGHyvj1ecf7/1NN2oUhEJgUKOe5QIEoN69exGTJ6/+Xe/pvzEr/xfacX2UvJGJnHHbqN7vjx1ox9ohKEd9mp8r/z4laiXxe02SJMadJmqTHDvYgc8jBrzjtU/OORiJ+7AHgr0DYsHvzNL5LVbt8kYBlVPif53leaSyib/XdtGa9jT2xBvpzngBn3Y40zOnc9PomwBYWraUkBxifd16Ji+ZzOM7Hv/VInvf9zn/K3Vt3FVWT6jP9u6Am5vX38yTO58kGAqyqV6k+iXoEjhn4Dn9jvfGuD9G/nC0wQuDYfUD8IUIOqUjXMQxLgfMJ9SIWf1H+PwiQfeGLbs7stJk1xsnvwlZFi6nHiGDX1f3NkeOPEAoFDj59kAgJEeVTfih3cLS1ghIfNnaQ61RybIUJfZAkLbHH6X2rHl0f/IJXe9/0A+oHDd1nZgQjYmFJFYPJe4bFc7vVlP245XstIk2PlKtwPzNMkA8/4Fbi5m2+yjnlzdz0x1/4uzn3+Wr+WdEHVcVCPD0m89zxsbVKILCrXJbdkpvenKhQdsLsuv6sC7xKiXx6sh092BBelQ81+LkyOA+0hRxYSh0KvSxOuYlxjLUqOdvkwcwblQ6O451cvOn+1lZHE2PyzJI0Os66TtpHLcDNhfjdpQyZ095r9quIxDkysM1/NjRw8hdZZQrtTxb28byNuGWeG1oDguTzVwYTsneZnHgCAS4+nANo3aUAmBQKlg1bQjXhMXFvm7p7m3D95c3cFNpHc9U96fzj1uzx8etpXXs9kUDvBeG6JAlicsq63m3sZNtHjWFM1bTNP4WmtMmsjL7HF7OjZ7UthiHMXtvOQ9ti4wj1Qf7Zy4Bgnnc8RpdhyNMo0IhMebaIZRla6hJU7N3oBarPjJl6U0nT43u8fRQ3FHMByUfMPeruWxp3HLS7UKeAPYtjTT/dRdtL+zH8lUFfmTqw5on+X2mx4ZuN5vK2imPVfAYLj7Dywxs3IaLS3DwusnMIHOkEKGqQ7SrQLKMs20oF3r1/DMlwOymQ8SY80BtQPbaCLTXIkkSV0/P55whtQBsDkxiV+E8VJkT0I2bS9ItD6JlNOXf5HN4fz6uwTL/HHM+H3fp2Z06FADd2Jk82u0m+AsYNFAYaYOlTg8HDH1gn05BnlJkVcUGCjHF/joTp9X2Hf9l6lUCWD913R10mKNLrGQ88zT5Xy8j/5MlTJj7HTnZokir19dGa+u3/B77L1j5v9Baw/LVaQVx5AxPZOHNInDMFgYquSMTSBzr6S1W+L+xtIJY4pL1BLxByne1UnOog+WVYrVf6fLyUm0rgZDcy6oka1QYf6NC7e+x9V3RwYA35yQzOOaXffopJ7l1T9pDSKp4zhl4DhqFhnJLOaM/Gc29P9+LN+jlm8pv2NO6p3f70s5SSrvEIC/LMnUn6G60+wKUOiIKmN9Wfsv25u0sq1jGmE/HYPfbMaqNbLxwI09Oe5JPF37Kjkt38NjUx1h+1nISanaIHTUndP6GXWK10RF29SUPhoJT+t9Q3TY4FnYNyTKx7j5KoZXrwXECKxMKwc7XYdlV8PJIAmvu49ixZ2lp/YYe6y+nc6/p6sHdx2XV4PFzX3njSbfd2m2ndfUaGg1G2p5+hq533gHAMHEi6c89i+u1wbjHhgWuasXIGRtMQftSJIvgoHIEjpCSNI2KgUd2kFUpnkOJw433hLRYe0zk2RU01jGgoZZ3//YQeq+XG75fyt9ffxZFKMRhh5tnCjM5LyWepaMjtV2K7eL9jTUZODpzJPfmRtyXJ4LudK2Gb8cO5MqMRC75hbpWx83m8XPzZ/tZUypYlcWj0nnlkjFR20jOXwCIskyFy4MlEKTC5WHx/grq3F5+OIFVfMmQyoZuwVScm2Lm/HBBzwF6LVk6NX5Z5rX6dn7qjghCuoIhJElipF70nQN+X+8i4DgYf6OhnXLnyQN8Ly2uZq/tt2cSPVtwI9eW1HJd0kXYVCdfYGwZYcBqEmOGvVtUMO5n78+DdY/gCDMzi6fu45rnZmDLibBS68fG8PqZZpxa0a70xpOPf/duvpfLV13OS/tfosPdwW0/3Ua3p5tgKNircyTLMp0flmJdVYPcR0DvpXBZPyPwMTFsHJpLQbJgN3841Mwl647yEwHeoj9bN8BcC4DbrUfVIq6xqfYBGjbfi6ErhZpyEw5DOor4XJTxItar8cYrqTn/Ajw9DahDIv5uX8dYns8cROKtj5L7wSuo02Np9STj6dbhtWuoPVOHabgAFy+Nu5jlw8/g0PCL6Q4HoGv3daL5HZmQmljQSCGCssTfQxr2WP71+58cFpGbODmbY5KIDew0J/Dz3HkEw1l4G+fOQZkbvQhLTTur97PT9fsSCv4LVv4vtONS+GkFwgWRkhvtikgr+PfVBJEkicFTxAC+5csKVr15GM33kYnq2ZpWXqht5cwDYnWUp/v3syoA6/pUrn15SDanJMTy1rBcUjQq5iXG9grExYYCLJaXIVddgcZ9MOoYXlkMyOstQdqz3sanG9H7mzPuPLrTnmJ14z6CoSBOv5Or11zNJSsu4YZ1N7Csbh9d/v6Ty8Yu8S56PD1RRQeP28S0iSgVSiRJYkzKGEwaExcMuoBCjwtKw2mIcx8FnTl6x2PrwRr2ecfnwWlPw9Wr4LYTQEXJ1+J/twV1KAycEgog5IelV0QxL2x4DNY90vunatd75NW7MbgCaFf+BTY+BX4PtBTDV1dB434cgSA3ltT17nPigKA6Ycx7e9dB7rrvL1zx+IvsGTqKwwNEwGzSrbegPKWQHsVhfPkCrMR+pyJ/23wU39dH31LCcABmGzqp2fgYw2qiM7eeN0psuuVSxlZGarnoFBKLtm/kvacfJq81oiQ68ehhxpcd5omqZv5U2cRuq4NLDlXjD4Oe41k3xwNuR/VhTEwnAd1TzUb+MTj7XwLyb/Y3YgszkSatisfOGMbZYzJZcccMUkziXKoqO1K3lxibn52ThiD1CDBslKMfqjsks8Vi7xXSOm6yJFEZjm15qjCrlwWSJIlZYeaxr4wAQE5YqXdxipnhPWLyOtDt6H0ex+3ioip8oegAyKAsR4GY5w+4KbCfPEPLGBAT2lftNor6KAHfsK2KSzf315L556I4ukeIcax8V8RtRssh2BPpV86QAGSmlrXoDKpeJdTea5Sge3ICiZlGEjL6ZyLKsnxSnaVHtz/K3ZvuZs5Xc1hZsQJfrQ1fXbTq9y4C/IBgw+5ChwKJ+DgdT58rFourDrf2O67B7+asqq1MbD3Coq+L0O9W0P3TBBRe8a66PNExNfU589GPHt0LVgA8paU07XkXCKGsV9DlScAuS4ROy0WhU6Ewa7nXF3mmnaXxTDbuZU5IRqE18W7hKdwRxnSSzcdLg2xsyXRwf14af0xMQBOUiXUHURd3o6zu/24KzWKhGJANBJB41e8i6BbPoc3r59yDlVx1uDqqvcyfP59bb72V+MEGPJIeleznpi0/ENJIrFl4OltmzaQjJYW2traoc8WaRlBY+Gdx355fVgQ+mf0XrPxfZqGQjCMsZhSbJFqgMV4blY6cXvjvAysAQ6ZGl3A3tHrR+COD20t1kQY3JrZ/Suj/1qz+ALutYkW1c/JQLkkX0f1DjXqKpg3ns1EFfD+ukIYZw/mHvZE9DSJOROM60HuMReHiiT+293D70Xr8qLCmPIjOfCoyEq64cwlqcnm/M5EPSz+k1lqLJygG5l0tu3i46OT1NDaGV61P7X6KTncnJrWJRJ24vsL4Qh6c9ODJb6p6s/g/ZRhMugHGnhD9/v3t0BWmjc3ZoDVC3nRIHgQTbwBNeJV6bANsegbVO0LUSTamwgUfApJgaJ4www93wJo/wY5/9ruMAXUupu7rIebYHtjyHHxylkgzPfIdnk+eYN2mKvpOWScWX5hrjl4t7zbFU5lTQEip5ME7H+bO+x9n4/gp6IYNo6FD0O1H8iMxCd4lm3Hu2AVAwtVXI+l01KaK1PRYyxKUpU5SLNFxSSOeeBSAsx3ie60cwhOSeeeSa2mdNaffPeY1C9DX5PXT5PVT4fL0TnLH41WOx7BMNht5ZUgOK8f9ctzEb7GKsKjXrEHJfH/7dFJixfFHZMax55F5/OP8USjsfrR7O5lrlciP0aENK+I6+oy6unDsyFGHpx+zd9yOu7WCssynzZ0csrs4O1EwTo5giDSNms2ThrA4OY7XhubQ7enmUGoFF3aKt1nSbmObJXqSavX5+bylj6Ca28KxpbdEbTPQ4afAFT3ZqEIBFnVsoUxeg7kPoMvWqqnefTFZTQYGtvqJc/YHOd8NFWPYnhXVrHj1EJaDu+DtWbDqfgACsgafLACI0XUErA2UOAQQuiojEX34WTUMN3HJo5NQqaMBZZOjiSbHySfALY1b+LnxZwAe2vkwp2w9jRJ9JGi5hRD3I86lVyu5eNFgVKkGYudkMyzjl+PWbj+0nFsOf8+Tuz4gtiJI/McqJq7aDYA3JZ+QMtpV1ZMwmNQ/XkLc2SImREbGPSpErepzAAxFEikq8ewaLaINH/X50AcjgNDRHIO8Hqa3fMv14Q4bCsfvxLs9zNu7guzPLuNeXzW3aoxs2+BgwxYnF7YEUIRjhySnvxe4OPRinhkgG9ADlYR446mtWL6p5MGyBnb2OFnbaeOdcC2tkCyzsaOBoN7H7qadAGSErEiyuBiHyURLhtDfamrq/z6MMYKJcbtPzt7+kv0XrPxfZi6rr7f8e18xt76sXnL274/u/zUzJegYNDla6jyjuz/LMCveyEP56f2+/9/a9h4HARkGGrT90qEVJ9CZPaGe3s8az6Hez7fliNid3dZoCtOecB3/OPXz3r/9uiG8WPwFdbYImyADHkO44rEsVhSnJ4kBap/NyXulX7K2di1KScm7C97lx3N/ZOkZS1l+1nIyjb+QcdUUTgscdREolHDKwzB4MUy/G0zpIrD2yHdim7is6H0XPw8PVAv3kbMDNv8dyRn29cekQMYY8e+4HfgEdkXEolpyfkW2vmF370eVp4Ij1SIeYmZ7AENAJuYENWJrpYW5rX6UoV+O9Xnx2ttxxxipD4OVHdmTon6XXS4kg4GU++7FP3EStenifgdtbUR3RIEEnLVlPYpQiPs/fRttuArrleecyu1ZSXglcU1np5qZ8fifUWdkgFJJ7OLFAEwuOdQbu3Lc9oddGcfZioF92tXF6Qm/S3TwZNbUIyaSM0amU5Dcvz8uHhXpJ4Zw+qzpJGW4rgwX89zcbac2zKJ8OjKfvRMHkRr0E6dU9AovPlvdwh/LG7nlcBUzP5qEUhb37AoGUUsS74/IZ5LZyHVrr+O2rXfgShU0e2nQz/3lDf3O/VhlE3XlW0T6/Lc3U2SJgJd8R5BsTxfzeyIiZQs7dlG+/QzeOfI4qsL5zOsTfH5qyEP9MiNJrYLtPGeXE+mENiPrlegStawebWBtj40f3q1FliEkKzjkXMx6h5BdV0h+NJILGvdxOOzGOzslnh/DAHOP1UEoGBBxLqEQBLy8t/+fnP7N6SxcvjDqnJ8v+pwPTvuAWE004HDITj5M+Q6lWYthXApNCyJ98OKJ2cTOyiLtnvEo47T4PnqfDF//2msD7S2c0niw3/fHrTZWCOQhhciZ8ywAHo2ZgFpD4lWL0A0bRvctASw3R8bagGckOZliMdTQ7WJFcTPnf3GAmEB/vRSrr41g40doQl7ksEtssaUGW+Aa2r0v0vFJFV0flaIAFColt6JDafGh2dWOZmcHpzkFA2XXCbAy1hjDLWax6Hs36KGktI01fVyMHzd1Yg8EueXQfq4ss3L63sOU+cX2Q2MiKtwZGRnMnCmC/zdv3ozLFX3ter1YrHg8Dcjyb69N91+w8n+ZOXrE4BoTp0HRJ2J/8tkiFW7Q5NTeLKF/pylOz2DbvASOZAuAlNkV6UB35qQw1RzDW8PziPkPxKsUhYM7f0stoOagyNaJ1cSyIHMcd6d5eGNYLuNiDaRo+ie39QSCtBCdZu02nkqdvQ4ZOGfgOYzJvoigOh1CXhKa7yOp+y3eG57H4BgdQRmePSom4RtH3cjwpOGYNCaGJQ7rd65ek2UxkAJkhquPao1w6RKY/wSMuzJ6+7iTiOCpNDD60v7fh8LqnVNvP+mpXdlDOZIXZPuk+KhgO49GQeiK5ch93FEBpYU1aeJ9ju8OsPvoCvZL0cGIl/i/4YaEa3nR9ydMTrESm3lwN5n+iM/eqVDy+LEGcB6kiwQOaMbx8K1/xKMNZ+QA+hkzuaWiifmX3UKXWVD9w5aLQE/ljIHc+tMHLHvoVhbv+FlcW4JMmfUZdvYBnxenJaDOyKBgxY8MWLMa41zBsowvL+H6H5ZGXfd3bRbavf5eZuX3aJr8mvmDIbZUdNDQLdpsZvzJmcYYrYonzx5OnF7NDTNF3x3mAmVj5H6uy0zi4nQRG1Pl9nIk7ILJ02tJ06p5zNnMoSlDmJ8UR1CW+WdY46jaG2SXKoOgJN6dLRji2pIaQuHCfsd6BGNQFtiENihjlwTrFKtSUOb8ksqtpzPQWYdPllm6fwPLSveyva2VQyYhAHZx034+3elCnZPDGXMjjOCtjZ8QE3KjIgjmXOYnRQDA/NdeRHa6GFYmatHkdAa4/7se5hRHJqoWr5/dY2LYO0jHshkmHKEUOgIDOOKezzb79VQ7xwCgVbmRJOhuOtxbeHLE6psZUr0CvUKBPRiics3f4P15yDteo+6rK3m5JNpFm6BL4LW5rzEqeRQT0yZybVp08C/AEUM1fx3+Af7FZqrDmXvpcTr+eNrgyPtua6Pj5VcY0tZfZPKPze8hAYEUGeeMCFjWDBiADHSkjAVgTNE/iXNWoY4RLrvORgeSUknyW0/iHSkAnapZIuURNbZRp5JpFm2qvtvF7UsEGDKEmZVqUx66+Iirzh90McLdjBxWLZ/uMAMQJAV/MK93O22uicQpGQxWBDg36TsGGKs5xy/YX4fewP2BYsZJz3Ll9Gz0gFUFF86MBuENXj8Td5TyvUWcq01K53vpAgAmpEYSPfLz85k4cSIGgwGn00lpaSn+Nif+jrA+jjYdUBEKebE07ea32n9Tl/9N5vcGo2Sbf68FAyF62lw4usXgaoyPHlyHTE0nLllPck4s/cn6/72929bNz4kw3axkWAMslnTskuDlITlc+C+CDX+rfVv5LYn6RGI1sWiVWgbGD+SpXU+xxDEC1IWkKm29xdlOZv6Qnx1eEbS6KH8Rj0x5JOr3qWZjbxDha0NzeLSyCUsg2JuCqw604Vel4jVMZmfrUnrSnuQzfzZuSXQDrXs/yqAFHNtx+Gycm2Lm7zWteAxTOS1egSP2bAZvPcyi5DheGhLti46y5oNgbwa1ATJPIqE/6SYRCOsLp3meyKwct+l3QdlKyJlMYMg5hL67BcWsh0WnHXE+GFPg84sIKmDbBD1xthDKnAHg6MCjU7JnwUSmpD9G/aY/0JYgMyQ5hWD2UjwlpaRo70cne7Bre4AkZnV2kBx8Hn6CBxc+z7MusSpMSfuKEJBEBVes/or0+h4aktPIWriQPL2WFI2Ke8ob+LzFwlHuZr80Cb1ConlkDtc98ndeeeEJbn7ob3Sbzch9AkhzWxoxeD0EY2UGvvgR5Q1/Rf5pBbwhVoiBNBmLZTupfEkm47gwZxzTwym4CoMBjcFAyBFJk7103Y+03nAzP4Rjn/bZXL0ZMlqF9G/LYHtxfQVv/hzJ+sgw/7Jb9MqpeVw5Na/376wYHeoDjUzPimcLPmzBIMNidEw1x7CzR4AYCcjWaSAUJBiET3bWM3twKpiig0lfyo0GvGVOD6fvr+CtgZFxQ6NRcF+Zh6eHi2s8I9iI+dDHPFRwE8diRODji+nnQZgEGuoT4HFsVxy6EKzVS+zyZPDp4TtwKGOYaCuNnDA2k9MlBRekxjMkRkfWsYreUSk1MYinuhZiC5ha7iEzZg+fDTgFGdgaJ4fvEhxaiUbvSFr9Q6LuRaEJssU8nteCYkGQ6+8mtuJHqPiRMWftZafVxf6GMrIUei7oSuJg+sPEWD4loBlAUJ3J3ZWPcMsZ7xOTKNLc5UCIBZtHIOsuJ8OXzIO5L/eea2v3dh7Z9gi0igzCG2cVEKONTIvucAXjGw9/z4jOanLsbXiVanpiYkhM7waUeEaGsJ0fRJ6SRq7rAuLOOIOii27Gp4lFGfBg7qnGu06Jdng9fmcSjccqSczJYHeJCDZVt6tJ+hvoRozEm5lJlla8r+fWRrS2joMVu8LMwLNDSIoyujYPorlKwSWe3ewyTEcGch2JQH8WVJMXR2zidv4ceBlfQheLcn7CUSFYKIdGjza+AsneTGzbc4zQnMFuw8nnsp7gyecelUpN0cTZlCk0XD5mMLGxsUyePJlNmzZRdbSStO88WNQuhjxwCh2WTqzWBOLi2tm28dWTHu9k9l9m5Xeay+ZjzTuHqS0WKDkYCLH2vRLeuXsz1UW/kJb3G6xoQz1f/nUPa98VEeEnCidJkkRGYfz/ChD9mh1xCrrVFic6qrLBxZKOGBZq/2d0uT/o57Edj7GsQqSlHuo4xF92/IXbfrqNK1ZfwUUrLuKbim/4+thqHEpBc3+w70+sqlkVdZy9rXu5ef3NvF70OuevOJ+6oHDfnD8ouooowJ8K0hlrMjDCqOf0pDgyw8GGx7vuZ8MmoJQ9hFSJrNPcSkCTj1uODEynxkGqQbhQ6ux1HK4RYm9+7SCuGfcYL9Z1YA0E+bKl+1dToHtVPQsXgOYkejQxibAwXNRQHw/GX3DbmLPhvqNwwYfIQxazeuSbyEOE6wNJolXfw66xMewarSOgUtCVoKLdsat399Gj30PKm4ll7FzsJjX1De9ja21nf9xQ6nVihhrlqEAXlCnURYJZF3OIc+Rl/EU+AQw2lDPj0D7akpLZa3NyR04izY6W8DOW2C8J9487TP+3JKfy4O0P0mWORyYCQHUKiZcXTEf17CJi374LdWwiAwc+RHBYJD5GCi9UL+cT/iI/xt1ZMf1ArHbQIEzz5/X+/VxPM8XThnNVRnRhyMEGIfD2vzVvIBgFVECsxH+r5SWKthAKx6SVOzxIYffNcRuoU6ELB6++U6bg6dXlPPLtYQ6ekKGzNV4wdue0bWCUQvxWbHfzflXk/W/u2kqP92ueKnYztaeYW3c/AH4XH2Wee9LrO6oRbWKQVTCRH8fJfNPlYuSwuZybnSliqY6bUkXAH8Kxu42u4k78fYKGh39zJ+MPvkiCpYxQSKblWJABLhF/ZFFHtmtJUFHiWkirP1ppevdAMxeNfpEteuH2mdoZuafJAdHeXsu+jB+ST+FgrAA0zvgr8MZMI6DJJUM1khhrJFbC1+xA8sgs8s1m3g2X8HlltGDZ7tbd7G4SLuWh6RG2yFtVRdO9Qkk6zudiYd1uxiWqmH/eXKZrD6AJp+bnLnyU4cNeYtSVy0m58040+fn4FwowmeCuQ5OazOA/fYkhUcwZlcXrOFwSYUbTB12G+axzSH36aQBmDOxf2NQcEmDlUmUCE4b9DaVaRlcgYj4abBZGH9mNyRsgydt/XAqqnPh0S6k6fB++BPEeVOoApT0GlMEgsiRRNkecW1HyKbNCXyCfCFZ+bbwDnqhqZpchnh5dDC93iPaYny/adU1NDfVyB8vZyXtvv8vGjRvp6Qmz3ebfnnn2HwUrzzzzDBMnTsRkMpGSksI555xDeXm0Mqssyzz++ONkZGSg1+s55ZRTKC0t/YUj/v9ve1bUUHWgg5VvFBPwBTm4vp5j+9pB/hUNgd9gu76LTuMyJf57aOvfYj3+AO0+QYO+N0sMHA6Ll5KfGti8pOx/dMw1tWtYXrmcJ3c+iSvg4ceq/gGsnx75FKf5QmRFDIpABypfPR+Xftz7+7N7nuXatdeyvXk7bxe9Q6O9CQ0aLhl0CUMShvQ7Xq5ey+oJg9gwcTBGlTKqbtFAh8zhpw4xz3vylUGKRsnrU28gJ1YwJp+UfsLu+m+QQm5QaHmxPhKgKBOZkPuZLEdiUYad/csPaOzlcP1GkQH0L8TqGpuWUFb+AEih8ClkqqpfpPTIPTj14NErUamig67Hjf0CgyEPgLg4we60tf1I1agH2ZHVycYEASz+WPMh9xdmEGuIgBV78w9cyJcMpoys4nvJSRPlATK6esRxklLodLaydddCRjWeS4IcnZFSGI4Pyddrqc6KpC6aVUp2Th7KgWnDmZoUT+HZL5AzVgR16rRpTJm5DsVIEQPknB55T0bJSmvrN/h8XezctYCjZQJESUolWa++ivnSSwBof/RRkpUSzwzK4tlBEbYqQ/fvEQ87UNcT9XemWY9O/dsXDyMyxTtqC9fiqnB52Nxt54jDzeDwM7ul+Bl4fhCdB3+k0qZAF/Ci2rWVfRaxT4ErEnuSLTv4Z/kzrNt1OX/JFeznl3XRmTDLktaxoMXHFwfeZaC7gQC/fr2ZnhBZLhmPgt7SAs0Tb4ezXoU5f4Lc6SJzDfhiTz0/l3fw2ZZKJGf/+mJx1irUSDi9w6nt7j+eVWaosYdScIfiUeBn4uI8dEY1K4/L+QPaoJci0yDuGPwwISTmbBfB19WGbO4Z8tBJ72Ff7HCqOxqYu6eMabuOUlnXQ4V1H2W+fahS9Zj9EfeGKsyqehR1DE41MTEvwiLb163rd2w5JGP/6SfUdRLqZvF8EqYuIi3tLLQaEX8kSRKMFjFwGWeewoBVK4kZNZa8IaIfentysNuFnoxel0PB6D+S8ezf0eTlATAhN575w8QC5qbZBay4YwbjEwUwypg0kIScyajQYsp1Eq8XIGbethWcuftD3BMOETs/l5hJycSqPiFG9zaNU+6l2P82ddnRC6f4+C5GhYRL6TX18N7vr1KuxWCMgEp9nQOCvw5W+to3bRaerW4hMzMTg0aPV/azUyVAfru1k6qqKrq6RP9MSGz+tUNF2X8UrGzevJnbbruNXbt2sX79egKBAAsWLMDpjKCpf/zjH7z44ou89tpr7N27l7S0NObPn4/d/r8rpf7vtuqiDkq2NFG2MyKoVLqtubd+D0Bbbf8grF8yr8tP/ZGu3hV632wfY7yWEbN+XSr/X9nX+xs567VtvLyh4l9ue8QhGmyWTk1WenT2R/3Rbu48WveLugwnWll3GUsOr2Z38/7e7yZv/IovK1f027bOXo9PL/y6RsunSARpsDfgD/kJhAK9rIzRG88f9j/OVVWP8sfYB3hgwgP9jiWHZEq3NrH1qwr2rqxBlmVuyU7m6swkPjCncMEaC5IMk37wMFd5lISOH6L2PzB1BHqVmsHxwl+9rm4dEjKZanHffbUsAGy/VHSvbjtYakGlh0Gn/frDyhoPqb8S+xK28oq/0N7+AypVEQAuVzW1tZGAWknSMHnyKgoHRpgQozGS7ZKUdGrvZ1npozy9lhdzr8YnqRjlrOB6gx2V90jvNupwTY/sPY+QMeEcjOpc0u5RowgrfMYOG8rprCDgqUZBiAv4onffBJXEC4NFDE6HL1IdVwJ2TxlKvkFLQrhWzc4eB1u77bSF4xK02mRy3nybzjv9eMaHeFL5Mrm59wLQY91Nbd1buFxVNDd/iSxHnn/qH/+IIi6OQGsr7kOHUEgSV2Yk9sZAnZb078meO9Yu7n/WoGT+ft7Ifroq/8qGZ4pVe0OTDZ1CwhOSufhQFRcUVeEI0+uHYwbQgZbilW+BLPP8ltd5bPdH7D5SBMAfaz8k1SvA4V8NHWjkALgtXF7yCjqFhNpb1e+8NdomfPJQiM+j/FwRbK4IWFB5IwukqeYYZsbG8PoeFwrgvkWJjI4Vz++A3UWl08NVVT0sHPky7km30Ghx8fomERuTb2tBcRLXg8khgFVyUIHkjryvzHaRyn6gQMvegVq2DdZSONbEpDMLOOevE/H1qZatDfkoMw5kWdrplMXkM95agj7462PRvtjhLLEpOeL0UO32cnPlNvb1bOJg5VoO/eEyPDue4KmGm3h44P1cM+IaAJQxVVw2OQdlHwbOe0w8y7hzz0VbKFxKxtmz8B07hsIjtlNmp6JK7M+EOC1hd35SDAqDAAlDxojyE15rFh0lZxH06xhY+BBKZX9X4uuXjWPvI/N4eOFQRmTG4bWGmfxJA3j8aDVPBR5hk3I+48/NpSVdLAgyK+uoj3+J2FNziD9vCLGqr7Bmb8BjiMSXud0mWluFDtGAgiAvTBsHwPedds4f+SJt6nhiJTfJsZF9/HY/ivboZ/6++03+YFdg9p8cxLxU10a5w0N+IBkAhyKaQXE6EnF0ZyP9QnHGk9l/NGZlzZo1UX9/+OGHpKSksH//fmbNmoUsy7z88ss88sgjnHfeeQB8/PHHpKamsmTJEm666ab/5OX9Zms42s3qtw73+37nt1UE/SG0BhVeV4CeNhcehx/dL4gV9bVNn5VRdaCDaecPZOz8HELhlbohTsOlj03+3XUt+posy/x1xRGsbj/FjVYumZhD2q/Q1UV2F8ghBqltKNUKUvJiaQ8DL6dG4qtWC4fsbjZP6s9mHLcaaw1bqqp5vugRUJ5A7bU8hwQolTGcP2AxX1V8BUBIlUJIlYRKgg9m3MlDW+7G6rVS0lmCSW0i6JNZUHUNBV1jxHE6wH3YT2ihDH0ecU+7ixWvHcLaHtFkGDg+hdy0GG4LGvjh7aLI5jJMX5LKOQsT+bTSw97CcBCoPwRaJdeOuJal5UvxhwNZT0vJ4v2W/lSlNRAk7eB7sKbP6i5tJDjDabgjL4iSyv+fmt9v6f0sKcSxbbZiAHS6LIYOeRqFUodOm0ZOzrXEx08hGHDjXN1N0NlGwsWDMRqHYDAMwOWqQgqqaVOm0qUxUx2bxhBrI7rK1cj2SAChxhfCg46Dmjyy0w2oyvy9uhEolSwelExSxXe9209jG5/LV+OUTEyPj2VMrAGTUgRCHjcZqHJ5GRd2M5Y7PZx/8BghBJC5PiuJMqeHu3NT2TnhJqocVjLMw4g3p1FXB1brfjyeCKtwuOQO0lLPIiXldBQGA8aZM7GtWIFt7VoM48cjSRJfjh7AHquTGfH9s3X+J3asXbAHQ9NMXDLpV2KWfsFSTDoyzXqaetwMU6g5EPKhkSR8stwbSPph5nl0quMpLD7KiK5qBtia8arVVJvFSnSi7TBLi++jceQVzMuf0nvsuAPvcePMCSzxicXTfVOfZ2nxSzQ6myg2VDLIcQ4xVz5PmTeAsm03iW1PIIdcdKc/Q1Cdyc4eJ4NtQbLcMha1RHZCDD5Zpsju6o35Om5bLXbWb63H4vIzyRTkie9Eyvyu9EHsz57H9J4uxlQsJcYh3BRjfCp2Wv0c59+8nr9Q6H2ESm0ha8aLPnJRnnAFb++J9DUJGb/G2OvH3WEeyzBnNSsP3sLisW/iVoq+O9D+A63+bp4afQZ3NyRREZOP1x/JbDqWP4xNUxcyb/tKNgYdxCSouaAwicSJ57GuYSMA6tjD2NU7gLze/bxVAqyY5s8n+e67cGzZguXr6EDumFETov4+vmg6XjW6b+yhMV5Lar6Jtho7XUfORKHyEDs7olD+bXsPTeFUZ41KQXJYr8fv8+LsEePAP+0h1rgdoB7OYYbzfiwozwhw93tPoPDLBFwqAgEHKpURxvyBDn4EINAWT0cwifb2AvR6G2lpVcTHdzLMqOfMZDM/dvSwPWE8syd9xJHt5+DVRECbwhFgUJuX3MQy1mhGcyrrMHf6uPuIlbuAbclKNqaocajh1kovT800c0gOsLmqk2R3MmijdZYATCEddJshva7fb79k/0djVqxWIT6TkCCotpqaGlpbW1mwYEHvNlqtltmzZ7Njx46THsPr9WKz2aL+Afj9/v/Yv90/RK9WFt02AkkBwfAKdOTcTOJSBDpuOtYdta+1y0n90c7ev30+HyvfPETVAeEy2vHNMRxWAXIALnh4HJJS/pfX5JF9XL/5KVbW7uz3W1O3A6s7sqr9aHs1Xq/vF4+1ve0YcR3Pcbj0RpaVLWPRrcOZer7IYNC7Qmj8Qizql/bvdnZz+crLef7w3f2BSh/TmE/joQkPcdeYuwDwaQX1ON5kYHLyaKakicF3a8NWvt+1nev3PBcBKmFzNaupPtQedf5tyyqigApAV4sdn8/H+g8iLsWCsZEaSt69RuYWu5hQ6eHa9VaKNtbhcXuJVcTx3KDXGOqawAU5F3FfbjaLwimaeSpVr0+4zeKIBiogihLam5HNefhPffLf0vZstgiIUCqr6eraSUuLkKlOSJiDyTSJGMOo3u11ukKkkhQcO5pxH+rA3WAlEAjQ5PgLObv/zM6qDzkmCfbIER92K+18DakPU6H2y/zQ/hp3jU3gdY+doh4VP02YhketwXvTpeS1/ql32xoKUBPgBW7niYRinshPQwoGuSmz/2pzR7e19zqXNXf2BmTKwLuNnWy1ODi/qIoXnfNZqbiAB3OS0WoHIcsaAoEenM4IS9jRsZaS0ruw2Srx+/0Y5s8HwPLpZ9h27cJRXIx/z26mmXSEAoF/y7uobBPMSl6i/n98jCumCNbJu6ediqlDufEkz+nHlDl0S0bGdAjmojI7j6BSSZKvm/QB0ygcfSazp1yCP2UUclpksrtg1x1I+AlJOnyaUZylEqvaKn0VQb+J7h8bOGztIq79OeSQE5AZIJej8laj8LeR7xBvpMaoIE4pkf4LLq4rD9ew9GgL5xzbwhOfRnSGfOkGhhqGY02ZREhSoPf2EOMQNP8lDUHiKo4R3/IwEkFclq+QAhFdmUfKqtjd3sPGLjGeX5YSx1cj83H3iYXZUXgJcsoIBiSm8o1qP2ckmpim66TH8jV6x0+kuHeTIgvhtjp1dFJATU6EaXTqNFR/+ikV06bjfilSn6bSticyTns8+KoF86TMy4WEBIiNxXtIjCdBM6hyMjFdcjF+vx+7xcXqd4p549ZNbP4i0k61RmXvMQOBAItuG4kmVoA/T3c+CkUifr+f/RYbd1Y08WxMOj5f9Fi9felnAKh1eta4+ktKBJUqbLFmcUyLhs1bRlPf8AWWmddhC+uv7K+Zy7FjU7DZUrBaReaO21OGx2PnbwWpKMK9sUdlZsHot2gwReLoJKefcQEF1+o+4HWu5wo+pMQn2CIJmNkRZEGpnaqiDp522imtEEBxbbOFh2QF9UFz77FsIQHATKEk8jw1/e7l1+z/WDaQLMvce++9zJgxgxEjhLJoa6toWKmp0QGGqamp1NWdHHE988wzPPHEE/2+37RpEwbDv7+4XsAt0VYTvTIrrt6JNkmHp10NyDQ6SvGrtYCaNW+VkjLdiUIl47MpsZZpCboVJE10oUsK4m5T0nUo+jq///hnQIeklPnp5/X8FqXkz7wbqbVu40DTcrYlv8QUfwQkHLFI0Mc3/daWGn7YV81dw4McJ2z2e/ez3budP8T8gUPO99GEBJB8Zc8rKGOVKCUlstaI5JVIswSoT1Hz7LqN6GWZgcFoqentnu3Y/dFuO1VQDe4sepKmopGL8OlHY9HP4+sfVqFSiIvw60Rdi+T2ZlatOorBK57LFyVfMbZ6AcMRA7tCEyJpohtLsQ6/XcmeTSVUtAo3kyxD0+GI60qbGMDbpWLXlgMcOhrAbRfvLmGsG1dsLYRrqto6PWiAhQeEz3fP97Xs+b4WTXwAn0XFbK5AUx9gq20tZwOjJA3eHVq+nBgLWhX7v/mRSKmvaFvZ8Ae6Xt+Dechvr6z7S6ZS7UWnP/65gtIj1/T+Vl0VoKJcBCRvUxuRgZl+B4VHTMSGuaR9G3ZSlRBi+r5YdMGBvDolQjn74gSglezRypxaZxrf54m4gefbuyFjMFw3GK3fi6xS8JR1HZkS7GEK34bu5AHfKkyq/aTXKdhbK/z8KoUajBnhQjmiQb9d1UR5WRnTfA6+iUkDpYYxfhdF6v79dqrXTt2WTdQBGs0MNNqN/baR5QDbdzyFz3seyDJpY8cQe7CIpqsjz6j9jDPomTnj9zzyk5o/BEX1SkCivfIQq1oP/ct9TmYmP4CK6g4Hq1etwa01gCG533bj42vwWsKuoYGC0Ux32fm5YxSdATOvf38xucpszk+7j13SUxQpnVxgF8xPUJPDj+WV3FO5BVJiOWo6hoyM90g3B/RFKIOR2DptxzoSgi2EJBWTu18AlFSboKD8MJs1RtAKF1pBwEOMHOKwSofC30FMt52bSqJdqYfzjAztBr9KTUmegVE1Dpz+N1k+Ip50ewETumWKtY0oZPD5yjA3PoEnYRru2MV06/ScXVrbe6ykmgo21kpgiKTEbg4m8l3mA7xrf5vO+o8Z3rKPSt++3tDtYPsHFEpG2sNSBcOtTcz+9hPeuPphrLEJjGixUpIu7sfa1YHJ4WBthwlXw1UYsj/mSGMxa5YvJ6TTYSgvJ8vnI6jXs/7QIeTiQ6Ssforj0TTll92CKjeXI83N0NxM9yEdrub+jPqeg9tRlUW7OlLHLKVhy73YGyfw8WMvg9ROzbQFQkMJ+PqnTZjDi4egx03NCrE48XvcaJHxInF651YKE/bylXQpbVI6GrMfrODp0WLKclFZ+efe87nd8fh8BpSEUKtVBIMJhEKxKBQ21m94h1BwALNj6tmkFCNaaVwkdRt3gKvStnO6sQN3qIU4oLhjGJ/WzeIUZJxpXhwGP0/Vh7AGJNqRe5Wa9yoCqIBOVT6DDceIlTW0dA/iB7zcryxigLuBOn67i/b/GFi5/fbbKS4uZtu2bf1+OzHK/9fSVx9++GHuvffe3r9tNhvZ2dnMmTOHxJP4Dv+n5nH6qdzbjlf200oDxgQtsYk6Rs7JJHdkIk0DLKx8vYS8UUksOH8WR7a1sG2pWAm1b+9P/1sOxqDRq3DbxQShM6oxxGrobnbSc0RQhbGJBhYv/qUpMGJ+v5/Hvnmh9+8P9UncMmsa6eFCbtWbqqDiCKcOM+L3xrKlsotml8SDe1Wsun0ahalG/rxENOaNui1I9khdHqtspWDKAIYnDuPT5hLchyyMq/JSn6LmtXCmzNIReUwzR+7xu5++Aw/4LJORgzEEfAVc3J1Alj2THYO1lObMxxormtrzrhTunTOVxzx53FEvQMYIfSaL5k1niHUI3678FgdWTB7xLpUpCq798wwkSaI8v4XNnx1DF4xn0SLha7W0uli2Zj9IcPWzUzmwtoHinxrx1BnJy0yjlUZS82M5+1ohUlSW0cqWLyJsRcG4JKoPRAJEfRZV1OdJI2eRlG2k5lAn63uOovOJgScOkbVVlTmLNuPjDCm9kgRVODrfOZpQjYpZi8aRNSQSLPg/sZraMhr663kBkD/pCvLj8mnw+Lhpv2h7U0aPQnewEhCD3SBbCt1KBYaggzpDpE/lyDV4jSEiiaT0ftb7Tp6d5FWLVdEaFnOL5jvunfgB9ysUgHgXsizzVlMXIVnGFQpBQydzEkzstDrxhGQ6lGqWKRNwZubREl5BvzZ1NOccqkYtSbw7NIe/17aRplXxl/zBxKtV+P1+1q/3RYEVlSoWk3Eklp7tpKSEGDVyEQD+UaOpW7Qo6pozDx1i2jNP/7aHfRIra7Xzya56ssx6XIFjpMfpuOGCGaiVJyelA+3ttD/5JIGWVnwVFaizs0l/7VU0BQW92/yzfDNtdi95o6cxNFHH+wcFc/unfW9Snj2Ab1IXsCdtDBd1fwfAoYEC1Od4Ysh4/QPKRoJlkQJLqJRhaUdZafUCKl5JMItrUGdTrYCRbjsQS4vCQWOulew6M0qvYDpSYnJod9bTGhSrfEn2EfRtA2Zz46KhqDONTHB42FBUxRXpCTw1IB2nz8mpK2/A5y5jkjXa/fHANUpq03bR2h5iaNs0Do1xMaoGBjd0026y0W4Si88Fu1OIc6pZMa0Vt64eY089RruOjsxIXJVaDnHzKdN5r80K9R2ckxzH2s5unJKCxEkjaVgnOsQ+377effI1QRQSjOQQ25kNwOkbv0bhcWJ0OnDEGNnyxkdM/+ETjh7aj1OrptGYzPrciYS8YvzrDnQw+LPPML11C3X27+gZlEB93v2MSptEdfGL7LSkMSWmmZacS2k7MoKLzh+POcWAy+Zjybo9nCxlePHZp6FURbeVXds/pgGQ5RC2aqFrpF14IYRJk+QJk5mWYKK+9Rixm97lOP+QN2MOXkmBQg7y9pEnODBvBOO899CW/BiY6+mqS0Dy5AOWqPPZbYJluuHmWzGZTMiyTHV1Kx2dqxk6VE1i4kA+PxDxHsh95t65iSpm677kOG+dlLSQ7/eeR7ffzenY2XThNP7+41Gsgcg5FVYfBEME9SrSTRo+uWEmMfGLCHS52fzyftYSAKkcgyf4r5KMouz/CFi54447+OGHH9iyZQtZWZEo/bQ0gYBbW1tJT48oPra3t/djW46bVqs9oeqjMLVajVr974n6DwZDfPvcXuxdkaCiwZPTmHJ2pEBa3ogULn98CjHxWtRqJfmjknvBykmPGZB7gQrAxY9M4si2JrqbBSOiUEqMPz3vN92DL+gjEOrpnWSkoJ0yj58cowGnN8Bne2ow5L7B/lAXy879mr2VGfzpWxFz89B3pWSnRISaKnrExK3UDWCcOYG9rXu5cP9WbhyWgma0EdUhC0Mbfazyy/jCaYfrLA5mJ5up7nCQFqelrFtkDPktkxmbNhzHYANZKwQVOK3cy3lVPuqMEp9NMNKUpee+ymaG6lORJS86dxBpRQNPlFj4881jUElqArIfk1d0sCVON1XfH+W5C0eTUSgm/q4mJwpJiVKloK5YnCez0ExMrJ74VAGivK4AhzYI8JA1JL73uQqdGmFpBXFUH+hEpVFSMDYJpVrB0W0igPp4HNLOb6rxOP1YWl3EKZs5O9TDy/J0BsmC2XlfP5bPEyTOSniKJ7v/xFHXPELhbrXq9RIW3jySgjH9V86/1Ww2UVKgIP8Bqmv+EfXb3BI3t+V0EgjJSLKMUoaKH6uY4om4dAJtLiaEFdP3TUoAfMRJAf6qepUQEo4YJSZnkHWJ03g35xzurPmSJnV0KumJtlFaQGVoEpbd5TxVmNlbHuHz5i6ero2WZ58ab6LS7aXRE2n7q8JApUCvZaAphm2Th6KUJEwqJV8nnEzaXIM5bgo91l1kZ1/DoMI/Y7HswXJwOx5PQ++7VRfkk/vFEtqfex73AfHc/A0N1K5YR8+c2eTotaRqf98YcfVH++lyRtwVV07Nw/Ar9bE633oL1+aIsJ6/oQHLW2+R9dJLvd8Ny4ilrbyDXcfauHHrY1wqjSHOb+eS3SuoUBfyTeoCvkmdz1mpazC0uTk8UKx0s378gc3DZN5aFGFNl5Qv6XcNCmUqXapYWg0FTLGp2BXr5L24ZTzBDbi9VaCCS4dezkdFr2MNRALHv4/fwJnu2ehzzUiSxOh4NZUzR6IKyRSta2C7djU+t+jrE04QSasND9flKXvoyanHYZEISZDZDRNrxrAv7xDqAGR0CWZvfLmZbaO7yDWMIf3YRKo9RykdIEBZYcCDSaulzCWee46yHVP9LShjZrGyeWbUeVP0qSTLzSyME9vePf4uUg/8BUn2oWv00aXWk2e1UxJj5P0OO9PGToJD+3Fo1WxKnkJAoWJip5WqgUp8qiCN7krk8jsgAxoK78PpjGPjx+V4LOUgSRzNSIQ4MQ+0VtpJzoyjbHsDoROyZYYPcxI7eBS6k+j7jJ/0EjUbS7C2RFzXDR4fqMS2O+we/lrXRo0nwD/qBcizGeO4e7BgCDO87WjjMjAYB+LyNjCg55+0xHvpAhTeQvIVRg4H9mMMB7XaHWb0ej2pqam9JEB8wiQ6OlfT3PwJLS1LaONOAHK7WqlLjIhoKipKkTMkenrSMJk6ycw4n1OGpvDRjlpk4MN9TeypjQCVySjZHQyiaPcQSjeQk27EnCL6tCpFxZiMOPJbnIyWqlHI4HL/9niy/2jMiizL3H777SxfvpyNGzf25l0ft/z8fNLS0li/fn3vdz6fj82bNzNt2rT/5KX9qjUetUQBFeCkRbPMqQbUYSnt2EQ95z/QXwBswqK8ft/ljUrCGK/tXXUb47Vc/sQUhk77bVL2Lx07iNQHxSsDLb3VgbdWdtIjHcTTei6Ohot44NudrDvSylVhcariRivrqrf37uvyi1VFqmkgPpUAkpruz3jr4At81PgoFl07qhAMao4M2CtbLeQ+tJI5L2zm/u824PA7UKIh5E1lnNHAqN2RAdCslJhsVHERSs7e7UARksnoCtAcVjNcdNCNKgTKIzZKmxyo5USQweQVz8aqkFm2v5GqDgfGeC2SSkYOQU+bi8p9bRxcL4K3hs0UAXrJ2dHZTAPGpTD+9Mg7SM4ykZgZQ1pBLD3t4hoCviADxqYwdl4kaFIZruDXUmXF0hpOD4x7hYcqH+HhmneZZBXgb2PCJLwaBcvG5vN55+scdEVrWKx7v5SaQ/+zlPZAwInNVgRAYtICvJ5zkSQx2X7E9QC8Xt/Oe/XtfLHDxa71Dq6s9fc7To8aVo+NpWuAGDQuykzjtJkbGVBwP93xIqDvhZyr2Bo7mQtHv8Tdw64FYJqkZnNLOdf+8BVJPd1Rx2wImnEEQ9xd1sCb9e2839jB09UtnGhT4mJIVJ98TTQhTrh/zGrVSYsK9rVhw15j8OC/UpB/DwB6g3hXHk8DVmtE8twwdix5Sz5nyNEjKEyiLbyzfRdnHjzGlF1HojKUTjQ5FMKxbTtBa4RpDLiszFVXMlNdhYTM+HQtq1at6o2V62tBm42e777v933IER3HNT5XtO2XN9VgrdnPSzXPM79uK3JAYnrPQSZYS3ApDbx33qU0DM/GpTcQ43Zx3sGfeH9B/yF7vmIAZ9rFOZKCIUb5xLMsUg7i7G/EvRz2VVJsqKBJJVLUJ4YKmdI5Iuo4rZounsp4J+q7GJWSfT/WsmzrCt5verP3+8Fhgb+tw1T8+QplVD2QNk8rTr1EdRjA3GIfx8Kym7hQvrh3mzSLgYsGXcTTmddwvvkoIxsiE2S6q5hqa3XvmNbcvhpZ9mO0bsC95B9kdspkaWK5LsnLA4k13JDsJUsTZjxjRzLBpKKQCmzhlPW76iPg8TpdJu2JaViMeqrixHh7SuUOhtXrkEKwf6y4j4DHhNMp3G+m7kgNMqtBh0sSbtP60i4C/iAlWwQ7ddr5Bmaa3mWh+RlO6f4D407rU3G4uQgaRMV3gyGXPzy2EIkIo3vMEgEu7zV3URMukvldhojnLC0cEw41gEJXPfLwc9DqRB/w+drRmYXLubGpnhtti7hV8QFNcgb5TYlkNnvJTYmN8lYkJy9ApTLh91uo9ymplkS20+iGSvQ+MfepggFSGpuoqx1NyeF5HDxwASbTNM4ak9F7nI93RsI11t8ziyV/nsvi1DgUneJ6vIkRsCYpJFIvVPGc6klGKARf9P7uq/mt9h8FK7fddhufffYZS5YswWQy0draSmtrK263eDGSJHH33Xfz9NNP8+2331JSUsLVV1+NwWDgsssu+09e2q9aXUlXv+8S0v81AkzOjZ4oL3pkIpPPKiB3pFh5KpQSp980grlXik6QURjPBQ9O4JK/TCY26bcXCFzVdCDqb7WvhhKHG0/Aw8bKckLuPELuPAL2URysjOfn8g4+3lnL9ALBVij0/XPbDe40dvcI/6Ei5MRgX0vAXUpNgvDN59c7UbS7kWRoDQbxnpKGd0EGKxWCTdKTjUpWEre9m7yOSBBYah8RqCR7iJtXW7l6ow2bQTS9nI5w2qpCwYriFpy2DPR+EypZQwgZu0IMQkv3NiBJEmqj8OOvfbeEde+V4vcESSuIZeB4MTKm5sdy5p2jWXDdcOZcMYTTrh8eJaSnVCu46JGJFIxN7g1qBmivs1F1QETwKwNuBm9+jsLKr0nqPERyRxEpbXtJ04jAubsaPkcjBzgSU0CtPsIUas/KJmdYAsk5kXYQ9IdY9ebhXmD0e8xmL0aWA+h0meh1Wfj9M5k54zBl+ZtYz+kgyzxwxMPHu1wMdETrx/x9qJaNKSqeGqZl3lwTmhmZVIVXqseL+plMw2lL1uBSaDkU2z/Ta0xaLKrPP+WK1d+yytHMG0NSecH4Rb/tnqhq5pHKpn5Vq+ckmBgbG9Or4XOi3ZD12xknlcpIVuZlqFRi0aDVRGIZ9u2/AK+3PWp7SZLQzBWCcZvHicBtd0jmoO2X34Nt5Soarr+emnPPI9DRQTAkM1bVRI6yhwHKbrLUTg5tWc2ePXtYunRpv/2dO3aA34+moICBP23o/d5XHxnQa4v2M8FZymnDUhgp1ZAmiVXpdOURlCY1EvBo9VsA7C4YTfECIRM/4lg5Pm0IjzbSny7bFOSM3SHuDy3kbz0ullthdeG1jHOLZ2HtjiEzPJS5JUevcqs+qCP+cxdXdJzBWd2ncG/zlTypvR+lrGCXpoj1dZHFY0NZN0Xr6ylNi7jvTS6Z9HBF5w8WyBzLUHFG6a0oTog/WD9xNACKXcvZNGYku/yR9633qDCkXsf6V16k9OcfyW6uQOduR+csprX6fS5YeQH14XpYnQ7B4tz7bYhbVtq48/sg58a1M1If7K0Kvpm5rDS/iSQp2Nl2Jn63En9QBbLMqc4feTA9Ehe1Y8JcfColiYp2Jlr24Um0M7YkiZFVcXwyQsVBlxKfXYAnRdBPatM3Uffld60m4NlD7eEu3r9vKx6HH2OCloKjdzAqZhUFOgFK8IQBrd/NB6vf4J01b8OGx8VxlQrMKQ78KjWrTzmXsuQUTmbFaSIJwWaOuJPHe+oZpD2f5+3TqWIgLgxozWIs25Y/hhJTIUFJRaXyHAqqylks/8wldQ/BzjdELSWErtG4sV+gUOhZz0L8aMju6STd2sWZh7YzpKWOxcU7iPW6aGgQVac9HhWlq99lnMnKkusnR11nQVIMhakmlEYNL9w+lbPzxJxXn9CHyQz4kL66kgnKckySG5+s5N74/mEhv2T/UTfQm28KJH7KKadEff/hhx9y9dVXA/DAAw/gdru59dZbsVgsTJ48mXXr1mEymfj/yxrLuvt9F5/6r4N3lUoFI2Zl0lJl5dz7xqI1iBc15w9D2P71MUbNzSItP7pDp+b/ckXPk5knGKC7ZydqQKcy4Am4MFo+Y1fJTibur8LXPQU5cM5J901Ii8GbqkTnaO/1jx63w0dDBAMJEE1+0WMQtH6CpQPNQSPeSUkQr4UwAFAqxcAY8qWRF1D0uqZilZBlVlPYR45ECSQ6QnSaFMgKCbVfxugJr4gC8M6WOtyGWeSEiwNqTBrG5Oo4UN/DN/sbuWtOASpjEF+PspftGDY9nekXFEbVUcoZ9suxSw1Hu1n/QWmUSw5g/+rIhJJhLyHeWkm8tZLspk2937sy1RiS+mRZZZwTdYxnjW5KbhuFwheiqbKHhHQDnz0q1De7mhyYU35fALjbLVgjpa4g6vs9jgBIEmnuEBc1RN9Hx4w0GiclM8zj44EqAUqVEsxNjOXNBvGuCsICZHFxY7EbVbw/dAEns6EOC76qKiStlsxzzibHZIL0Z7k4JPNMTQubumy99WyO2zWZSQRkmTOSzcxOEH3YfYJEt1Gp4PnB2Yw0/c8D4iVJgVqdiN8vZuO6+ncYVPjnqG06L72ep0MZ1KdHNIuOOjy0WG2k79rB3IXzUSX0EQELM7z+5mZ6vlmO84I/kKaIMChnDdTSVCNW0SerJuvYslXc36xZqDMzKdy2lcoZM/HXN+Ds7mbJ18uw/SRSSR++9XqUjR9Bn0LLSQPEuJPd2IV+lIceXRzfFIjJavSxoxTnizaepEvi41Pexv3KpYRcLlQFdqS7iihU6UBjZKhqBXhAYY9D5xfgwt4nXmmBdQoKFCQGzNzSdpH4sgguSJ7P0qS1LC/7jnGqaSSkG9j2lQAKnTGNDK8LMe/oAnbnbQFcdJoNOPU+UuxZZNkG4058hUXmdfxUtQRZUvPd3Bu5cNeTJHW0ccnaJRTlRtgTZSjEp3sOcLxijyrQw2l7thHXspPUnlQ2jmvHFbuWmQVXUdRQit4rM7FSjBX57WBwhQj2UWNYwhU4rLE8GQjy4tZk/pgrWA2dGvTKZi7ylfNsOGC/KmcwLp2BUdboIOlxlWaKC60Uu5Tk28XiR+ftxmKIrpwMEHBvQ1LEAgLkj52diGLnCZpWDXugcB72lqP8qeBWABbtupCsnKkw6DTkQBPbJp5KSVgsLt7pwhIT3Sccxjh8KjVXeNbzjG8gPoWaitwF2P0yK+yJrJCeZahcwrp5Z1Lz3e20JUdYj3J5TPT1rH0YarfCxZ9BKIBJk8348ct4cp8AzANb65CAe4bKbGv4CG+ckkZbNPvWVLSRcXXvMfXOgwxKNfZWH48zRECJTq3kH4uH882Ww3QEgnT6AiRpVHB4GVhqREV5nx2NFGSG66d+z/aX7D/uBjrZv+NABcQK6PHHH6elpQWPx8PmzZt7s4X+/7BQMNSbBnvmHaMZMC6ZqecOQKn+bY9q9mWDueTRSb1ABSAmTsuC64b3Ayons+KOYjrdnb/4+4dl36P2lCAj8dLMFzCqw/VSwmJQPst0ALLzdzFhpFALjjcJSm5FZQeySYk22L80dygQh+xJR5aj6XiLXkw48bISSZJRdkYyXAbaghhcghK1aNMZENazkIBp8ZoooAJwnGTpNopzJDiCfUTYITugIOQ3MyY5k4DkJ2eAma9umkpqrJYup48L39mNXxeZ+MypBuZcMRSN/rdj7hWvHooCKjMuiqQ0Din7lMl1H5AWqD3pvq72sE/ZNI5Xsq7AUXsKpxx28d0AMTA6giGavD40ehX5o5KISzbQdUoyG0bpsXT8NmbF5aohFBLPuLZHvNMfrBFWr8btZUM45uOL3GjhwOCcbMaeUciZKWbOTDFjDrtWnhyYSapGRb1bzIwDw8yKUmlkuzSTvyXdD8CCXVu4ZtVXvcdLefWvABjnzkHZZ/GgUkg8OiCDjZOGcF5qdADx7HgTzw3O7gUqAP8cmkOyRsUnI/NRSuI5jYv932fujRj+EjHhcvOtrd8TCkUDt0qvkp3zpkZ990xNCw/Wd3FlxmAuWreDqr89zbHTTsPX2CiYkbA5tm1lf3kNOinSiJ01RVHHsvZxF4W8XuwbBJtiPEUEeCoTE1GlpYEsU7NyJa0VETXolR9/SJytv9vM79Oxt3siE20igLsunNVXUH+UHUNFb5mWNp+c1EEk3XkHAL6mJjClgd4MShVDR53GWZvXM2eNUI1O7OOxOkc3nUs7w0HIEuj6APsJDgGMiuqL+fKpXZz++vm8mHEXWwYuxa+w8sDXIaYfXMOtKwRAPZwtxsls6xBCCrAZFCz1noIz9iwsqU/i0yXw9GXCXTmjaB/p7dHjzhXfvtX7OeDaSlZ3Dqk9oo8Nr4lF7S7m4kQfQTlIoTW6vWiPiPFYcoB+rQqFA2Yd2M3KP4hMsIZq0TcMyQEkKUh7aznfD8smr6WRkFKJMzYVj0ZHU2o2lrhELHHiOagCEraQgjhZFBFNMO2nyyhYb7XhdC587CUmni2K94V8P5GQ5mLs/BxG2sMJD0mDI8rVnQK81LdFYhmLjYPh+9vw9HTR0NLEwRGC9cttOMYl37xFvj9aggHAnWjm8p61rDlwEz8cupPNIXPU70elEfTIBgZPmkxHQgQQ7gzF0qxJxq3QcNPQv3D3oAeRy1dB0ecE3j6VNfcs5MD6g1T7xfiZ6LShVqvJGzWDuYrtJCT0nyeaSANLDVJXFWtvj7Ar7bbozMcYpZLccLmT8gPfwqfnwffhEgPJ4Zg4Uwa/x/5bG+gEs3V5CIVkVGoF2UMTOP3GkdG+x/+gVfVUcfmqy1m8fDEWj+Wk26yoEmlseuPpTE6fzNkDI5LucsCA7BNU62vn301pvAZj4ZPkDdgJQMjuJ07uICT7kOToCV4Ol/p21dwW9X1Xm2iQJk8Czw9NoMAqBu/pHQG+3Oni3roxAPgSchjUJuiawxNj0Ab6h3lPODULv1HJ5mTxW6JdHKssUwC7hW4N8VkfskJ6i8PpP5M5OB6VUsF9C0SA4ZEWO193R46bmPn7xL6qD3b0iu8BXPn0NAaOT0HvamPuz7eR0bqLmJr9mEp/BuDQiJspHnFj7/Yeixp/zqkcqHwU5b7zGNkc4v6B6UzJie+VmG/xRk+Yb6QG2TlUz8ZwTEFIln9R/ba+/gN27prHrt2n09Ozj3ZHLQDNcirBcNj8N+1WgrJwseT6IlCvyBVgxbfVOMN1Z7J1GoqnD6d8xgiuy0qm1u0jBMQoFaSGq1O/19jJG5KIARnU1c4dSz/iyh+/5bkD/+DJY6+SXyeyLeLOPOsXn+mTAzOZ2Ud0bXxcfxCyICmOw9NHsCApjnEm4cZ59Fh/ZuL3WkLCdCZN/DHMsHSzd9+5OBwCoK8+3MLTW49BOKbswY/f7Lf/jtQsvq5twdHcQuc770YVRnQfLOLAHuFulXUnZ3mPHImo/jq2bCFks6FKTcUwURSBlCQJ4yyR3ef5aQ0qZwQ15ClbiNUJAOu1RvqicsRCPs1ZzCVNkRpZKkK8cmYDewaL4TpVNQYATThZwd8Y/Sw1Da3c8+UHvX8nu6YwqFHm6Y8CXL/CRVKGiNWImZBG4h+GkniVUFEu8IrjObVW3p56Dy1xx/ConRxJ3sHgRhl9mAXShfWlKjJF+8uxDCNkUIEkISv0aJMuYfPMeZyRHMehwqHY9THovS5SusTCRv0L7d/Q9l3vZ6NbhcpXT3u1YDaHt0YHRmsqJEy7bif9zwbiv1fw/QM38cS7L5NSUYUkhzA2i3cZM7Sb2ePfZ6F6Ho9/t5oRxwRgPDx4HO9edi9Lzr2J9y69h/cuvYfiIeO5dH0mKlsmvoCYSDMTs/FoVCCDQlNIzrBCpl/0B3JGjiHo96LR7mXaDC9SSRjkZ0+EcAFF1j4M782jri2iFHzzsMd4Pf5UKnas5siAEQSVKob6Wrl4zQ8YXd3kHSvp3TbBJZg28+jJKK5ZRc7MW1g55zWsQRmNJPFgfhoZ4YDxv5Uc4Z6cUVjjBFM4yFGDX6Fm3NSvmTv+Q75POZUv0xexxjSTyh+e50hlO6VdcazftguvWoMkhzA77ejUaqTMcaRYJOLU/T0MbSThRQ2vjUdaeS/3zhfA46GFfdzIdTtg+ysMkQWYLyteCVU/ASHInNgbSEzOFH6P/ResnGA9bWIAiUsxIP0bip/9HjvSJQY/V8DFJ0c+ifqt2ePjwo3PUW8R1GWWToCIW0bfwvzc+dw58Um8VrGiU2jcrLL5sCmzkVQu6r0ic0XyBBnoFXooidocQoHIJOPPFrRnyJuBo/JPyEEtAfsQzDFpyOGaNK07PNzsEpPRnRViUlxgG8WT9beSZ8kkNiDj1EncqRPHNYxLIeHyoSjCFWOHjEvhqiem0p4Yzt6wByjPVLN1mFi57M1aRSBGuGMqUvaSM0x0vAvHZ/HnxSJToKLPOGc0R0fay8EgcujktX962lysfjuiQjzjwkJMCToMsRpG+nb22z4kqTicmEfOVWdzYLQQsXO2aEGbRUycBgkIBeVehcrjaePNfcCKq4/7o9Lno8cfYPH+SkZsK+GYK9p94nY3UHnsmfDnevYfuJhYh6BIO0ilIZxNcygcdHhaUhwBq3gH3QY1deGU6trDEVZOo1AQFw5urXaJbTM0ah6vauaLli5eq49k7tz60ZsYfV7S//Y3LjM5uLHpazQmAT5jZkw/6TMFSNKoWDZmIP8YlMWLQ7JJ1vx6ts0ThWIS2NJt//VikL/RFAoV+XmCYnc4jrJ7zyIOHb6d+7/aijVM5aU3NjOzaO9J93/psus4+/l3qdou3HU9sXnIkgKCQQoOiYly5IhRnDprZr99i4uFknAgEGDv6wIMmU4/HUmpZOfOnWzfvh3j3DkAaPYVo3FY0Sv9jDS3sDhTgCpZBktzBAw9U53JPp+RgR1VTOkpAkDrKSKgCqLGiM8ykda2TGRZRh0GK766ut52v6msnSf/+lnv8fYPHsGqU25n+LT3MCqmsVZ9Pt3BamJPzyNuYR6SQkIXzrIzhHRogv1dHlqfzI2r+/ersmyJQe2TSHHkkjAg4s6+EidtK77mrNKdXLDyI/YMHcaeAvHedb4A5hPa/sksxqMivVvD8zXvApBz1MKuARmsH5FHaWYSRzoz2XroJ3Zlp9ASF0MoPFS3xCSS5WlGH/Cg0ASJL7DgC8dqjThWwYgqwXbsHz4Wjy4aWNdmDUQpKxm+U6b6UAdSKIBvowAhGlScdv0YAJQqFfOvvw1JoaC2aD/v/vkJPq4ehzuoYuOYuymO6+MZaNzLOltk0PIp1Px1wC08bFFwLF+MaRc0fEtmnHD1Dtm3CV3QiyHoJski3LaStxISC1kz+BpesImx8plBWdyTl8aVaWKR+aVVplUl3oHRYeV+5zEUYa2WGkMkru6acU/xcMZ9rI+bS1tiGkfDbsZ4px2VHMLb2oT76AbUPj+n7G/DpIxefMkoqCaciFD0OXfMHcjWB+Zwxqhwcogsw4cLYf1fGBJWBy6P6RNbMOYy6K4Vn48XZf2N9l+wcoK1Vgk0aE797QGv/y5rtEdot62NW3s/231eTv/hMsoaBIBxGeeTqRADTJw2jhdPeZEh6hn428Wk4o+L45W6NoLqTGSU+Ihko5RuMSDLMCZ1EIpgZJAMDI7HNzGJkF6JHIjFUfkI7sY/0Gr3YldGKD5Li5PL3XvIdkaCXiY6R/DPozpOMymZZ9YSe0ysIA3jUjGMTGJPpo4is5KQO4DZoCYmHP8zbFA8994/idg0L+9OfZn92Wt7j2mI0WEObydJEtfPLODKKTkggW2YkeQcE2NPi2Tv+OrrKR83nranIxVVZVmmeFMDm5eUU38kskrwaCRGnyr81x5/iPaG/vWT9qQNY5lZRUemlpl/Pg9tmp5QQEHrD8eiMo42f1mBy+YjLQxW7jxajzO8cmz2RgISmgMBnjjWzEG7C58ss/nAYWS/GAgsPj9fHnwKCKFWJxIfH+26aCWdarcXGVFZF2C0yUAwzKJ0dEcG/4Pr6/G6+we0HgdHLT4/bzd0cE9ZA22+AJlaNT+X7mD0sTKMc+ZgPv88lPmiXpMAKzKKcLEzdr4B31wPfajq7tJivnpoORNqfVyW/q91jobGiH7lDv0yw/R7LSvrKjLSL+r9u7NjNVcO+5JgigCSPT497ww5gz+/9TIDGmq5+4v3o/b3arRUhxVAHSYfkiwm5iFlRwnKErafvmHP2y9hqDmC5PUwacgQYq1WWlpa2LWqjF2Pv0pG2VFkIDRmDLW1taxdu5b169dTbjDQkZSEKhBA6XZxfnYJC9IjboG9TVmsSpzDD8HpfB44lU8cQr+kQZnDN4fu4V7XV+g63iLHlMPV2R/ibT2fJXsaWba/Ee2AAUgGAyGbjfqrr6H9hRf45xdbublYsK/2+AQ+u/FOvh5VwJTKGI4UXo5fY+LnkhiMU1NRhF3VkkqBPy+WgCxzStu5vZXHAZT+LOYekknrEX+7h4pgy/Vj1MjqQcyqvggJiXkL8nkoP41xsQZSf1zCrm++pHL5EnKba1Cmm+iJEe8ip8vK4JZu0mUjOWPP4Lmb/kr50JNnfo6pMHPmtnSGV5twqtPoNurxK5XUJcXRHq771G3UczAvjcpUsbCR1D7OaRVxQXKSAoVSZoBf9O/xZYeZfmgfQ6uOogz27yPHXUGxLi1aZyVjmr/AQohvFl7B92ddwYAJkSBYc1o6o+Yv5OCwSRzVJ9LpjeGTvHu5rNrJBfZcDulieC1jMeMnL+XL9P6T8v6MYdRmCxf0vO6dDDTUgGTA6LTx/JqPuKZ2GdowG2vTKQlteIzHqwSDdlVGIpeli/u9qekbct3RzFp2cw0xXjNnVW7hZLatcDTPnXIzn1x4OzuGi0XvmAbRJiW3g9LvPgA5iFKG3GBEf2V8WFtqKWfxEteyg3Egy2QnGCKZRm0RxfAhnWKR/EnG2WyPGyO+XHkP2MMJHgPmIsdln/QaT2b/BSt9zNbp7k2FTc379xQ/+z3W6IiAlXJLOS0O4dN+49gOZHekWrUz/jKSQ5HOdqzdwZ1fHOR4vHTILAYGvVJNQCMmdNncxxca0jIooYBFg6InxVCCFskXIjFGA7IGUOENhKhTR/sj5+yT0Mii6XRIdg65gmztDrDBHiTGGUB2B1AY1WgL4iixu7g5F66fbGCJ1Ua124tdllFLEk/PHUyeXou/9VWCvdJHwtrlZgKh6AFldJZ4J7sUPi7600Ri4iLMSs+yZcheL5bPPusFAUd3tLB1aSUlW5rY8W1kglihjkzue/7+CgVd/dWSN2SNwSfBnV8V8eIXL5E5rhYkGcehGsb7tzDjTOETD3iDVBd1kKGNrEhfrBOMRVMfbZH9WWq+bO0OP7+dTLv+SnY9/yIAH5d9T45nAyEUjBr5JsNHfdS7nx8VTWTxTlMXh1R6ugNB1JLEMKOuF6y4QzKFE1PRm9RY292U7RDtZmOXjSaPj0aPj6fCacWOPmxPikbFuyPy0G4UDI5pnsieOU5j6xL8pJ6WAX/PhhX3CFr78DL4WxqB8tVsOPQBCctmslD9RzZ9Gqna/GumVyp6Y2nafiFL6PeaJEkMGvR41HeG1AChNAF2bzZBbVw6a2PG8NzH73D7VZdQOXNk1PZmhwDYqj4ZTfE9VjL1qViaRb9UelxoutvI+XwJC1evIbm9nU2bN6Jd/TndBh1rRhWw5VAxO3fu6j3GilWrqBowALtOQ0gpkawLV1z2jOa1silstefTqYnjndB5PBK4Di+iHanThqEkRItlGwrZzbmF5zKgT0HGjzeUIqnVGMaMAcC1Zw9d777H00v/TFwYTA75+zOsWTyTgevfZl7jfFLVwgUSUqhp/Lmo91jBkEyRI8BKa4BLR1/OJwcmsfTZIBdtU2BruIBJYdHKVZPO4OCdf+Wu2XdycOBznHnkVlSyADwpeSbuzktj2YBkLHXRFeRdjaJ/mdxeBrb3EOvxMch8gISJL5JIJ+tmLGSgQ4UyJKFQF+A2CTdamkVHok3DxLIEHDoDilAInSbCxin6sKj1ibF0ZuYT1ET6dk+4lME1GZ9ya8f7jDhWgdHj5sIVH/H+Y3fw/X3XR12nzRRPa1IG+0dOZVDZuxSpmvly/ulU5w6mJHOA0ELpY85cPRtmncWSc0UNuzeNIvvJhpLLcxfzTO7FNOkiMSSnKXto1e9irDUyoWd6WhnkqiNPdwCFSmxb19DA2YdXYnSIhfOb+ZfxtUtPrduHXiHxlwEZAhzYW9FvfoZZ3RFxPIDUzhb2bd5EWouVU4+K3zIsHZjcJy+Fkt3dRmG7ENpTuh10tkXY2TPZwFT2MZ8tjKMYKSzLbyWOdczmaNGe6INtf7n34xBXZEy/cdjjWFQnuFMNCQTOfJ3fav8FK32svrSLUFAmMTOGUXOz/vUOJ1jQbqfnu+8IufsHSf0Wa7BHS5U+sv0Rqnuq+Wzvnb3f+bRDQVJFgZXXNlZicflRhd1WVw1LZ/mYgeydOhy/VsR7qPMiCqBywMSQhCE8Mu0+suKmY02OKAJrJYkXLhrN42cNY8ZAUUtng0ZNZaJAySYFjHENIUiQ9znMWqeLWp9owG4ZDoWrq2oL4pAUEqs6I0GIj3htPPizWOWMtgbRBmS63F04HJHOe1rZdaiCGvyynzpbNIgYky0G69JmG63WE6hkVcTv7z4sVgAtx3p6vwuGr/HLGC91mhAef5Bupw/bBjFRb8sYyddD5/dur54yhUGpRvKlFl7WvIE2NogxQ5yz5+03iPvsCcbNE9R2Z4MddR8Ng63dwtXWdMLgJgP5spKHPn4DAPPHH9Hd0Ii+azkAa1nELXVmBmwt4Wkeowcz/+DPIElstzp5Myw9/geFgZ1LynFV9yCHAqgadxPIC5KQ1YraZ2fbskreX1vJZcXVLNxfwaMnFKIbZdRTM2sUB6YOZ7QUwhOOvTAel6XPm46sUGFI8pMQH66eve+DqGOovriEed+KeBeTshNJ3RQVD/RrdlyYre2E+J7/jSmV0S7BMvdwHn/nJTbcdjln/eVWXtn8T9LcFt687DGM06djUil5YqB4f6ldHQwMT6g2fbRrYFJZ9GCst3bDsWN4lQrmbtzEOd+/itHppDItHlmSaDq4harSaHHItrRUqlLMmNReFBKEghD8rh29Q/QVf8iHQfIxStnMMGUrZ4/JYPJkwZJ2+UT/yTZlM6MwkZFSNel0Mc+ylPKfl7E/ZTC/ZJaGKjxtjSQefQGNws3w2O1oEAC35UAtAPcvO8T4p9Zj6RRjVrrZjfXbb5FCMmfskDH36BnSLH5bGjeKv649RkV8DkFJjYQCTaqORbeMRBlW9K07XASIOjbphdHXltAnc0zZLYEUJJt6PApIb25gao0XXfwCxi768qT3M62yiQmnljPizErG13Zz+uEaFD0JBGQ1fpWSPUkK2uKECzqk0lI1JBJHcWr9apRyCLtWg1urpjQrkVCWh8tXf8vwsGvIo9Pz6QW3snH6YpbOPQ2nTsOeMRH3X5Wrz6ItGOBAc4SRdekMdJkjqdkB7RyCqohu1gRrCbM2vsvnXx/gypKlZLTWk9d0jBcrRJHXRG0zufGR/rC+tZDUzkgA9p3pIm9qrLuGmLBbntptEHAzqb22d7u8zgZGHd2HymlD8noobG/kgv2bWFiyi8v3rOcPO9eg80UvPqceK+ZUx1omObejdDtxuSLjlhY/p7GV6Vc8SiZtXMhKBmeaSVH0AFB+NBxj035EpGUfXta772BnDWe3i/G1SxPPX8f+LXJSczgONC160fBr9l+w0seaKnoAISR2okTyv7KQ00nDTTfT8tDDdLz88u8+t9Pv5JhFDHIPT3oYhaRgb+tezv4+EkBr0sRjT7wBIAqsFDWI6w6EZJGpMT6fafFGkjQq1AYRPKf3bkVSC8Q8K+McZmfPZm2lg4NxN+PTC9r/ghQz2x6cwymDU7h6Wj6fXT+ZVXfOZHxBEu5JGmzaLtLDWVEVyg6SeoZg8kUXDOsMyARkGU22CXsgyGfN0Zo12/Sio01o82P57hgV3aLDB1SpnJ71MQU9o8gKVz4t7SqN2jcnwcAAk0wgJPPprtqo3wKtkfgL584d2NasQbvhC/rqOTcpgzSoQoRkuOGTfXy+qw6zTTyTb4fMY23GWAIKJRuyx1OQk8oLF47hdtW3vfvHpEQ6sfvgQRLqxAq6dGszGft7en+r9/jwBEM8XhENEvTeEItXdKIJRN5d2/z5TPnrASQXrOIMNnXbCchQERzJxxWvU+UfHnUMnQSTP9mE7qOXkDsb8DbtJ/fIx+TfdjGD3/wLw44KF8fyevHc230BVvcBjABTzEb0SgUqhYS/WQyISrMZVVK40GNCAdK4q/g9Vp+1HGtYS8bmsxEMBXH6nayrXddbwfq4FeDCEHTT+isCbb/H/CGZereXoUOeweLL4+PSizHsh9kH96Dss/oe1NPAwfoePH4BEm7KTuG5Di33fPEFClnmwODh3H7fk+wdEok50BYfQufzMyhfUPZBOciWIdlsGpaLVR9h01x9lHHVzaWRdifLSJYeuhL1xIYZPb9T1BhKDmu+qHs6SJesjFM3MUndwJ9PzcKQJa6hKyTaXNKudzG9PJgftX9mp+4O7tEvJ3/TTbwX0vPkpCv5+MF30J4RCYTWJ/rIqbwb3ZvDUUsCbAzOqCXbvgNF0E/9rnIqLr6ENTsr6HH6cdrEeVQdkQWTLujnxpIfUSJTmZTI4q4fmdG1A2SZxHAcxmuuHqrUkWfcVi3GsMRps/nraVdzeN5txKgTQIb0nkgAs7JDgPtc2knr6kA1yIF/cQOm7H1o46JBPkBmt434kJvkoANfsoo7ZtzFF9Mu4a2R53AwLnrCUwZDTM44hXpDJOVfVxJmgmMj7v0KfwrX//AVrz3/GGnd0crLJYXDqM0aiDU2Mr5VubzgtvDS6nf54/dvUBIzsPe3uqyB+DV9mN74YaDQgOzn7rI7eXnro/QctdLa0Ezz4RCXf/cO16x7h4tHvYCcPQVCAebHrUKpjQiLFtYe5f6i6MDwYa37cB0VKfZyvQDSOfWHueT797jh8xdYtG8LWr8AI8bqEpBlkhxW1CHxvk4dM5J7G0sZ1Co8CBk9HWT77cwabGBwSLw7V1ANyUNBG45DShoE3cIdNIxjXDokyIJ40U7qmtuF6+eN6bAtotIMoEDm7aNP8sNBkbTxpWEUtvtqcEy+g62nv9ubNPBb7b9gJWwBf5CGsL5KyoA4/rGmjO+LflvGghwMUnfttb0S390ff0LI+cvVh09mX5R9gd1vJzc2l4sGX8Qjkx/pt80np3/A8yPG8drgLDRhBVury09tVyQtdnS2Gb0mkn78/NjTidGGBY5UYrD40TGJPVYXb9ZEhLSujYvjpaG5pJj6iBcgpMGX3jSV58deTY9KjVKC7kAIv/3kgl4y0B2QsaTrKdx6mHZfALMssbgqGs3PbQvgLupg524RxBhU59CeYubyJ6cwI38qJk8ChzsO9zv+xGQxMBY3Rk/A/pbIKqTz1ddouvseEvd+TXxPOW3KEEWaAGtiAywaJZ7F1spO/rnmCElh4aZT54ym0ZTCJac/zitjL2RkViwj4wOcq46srH9KGht1TuWWH3s/d29o5sGvu9FKEj2BIPP3lWMLxz4s3uvkgu12blltJb27f1q6pllC3hML6ghlXNDq57QiF/OL3NyWk8IpbX62brDz4LEAuXs/Iq5xK67NT1PvimafEi1CF6M67ZcDXaf2qesUaBMZGqq0tOiNUof13zFlOI8Omcwf0lPZodOx0RAZ+HWKCnYs/5rNh9cwe+lsHt3+KA9tfYj7Nt/HqwdfBUQMUf2+St5YewY/HryNNnc0O/ZLAbdOFP0o+OPmDoY4+2Alk3Ydpd14Bh9VPs7m5umk1fQA4E1SYJgp3J25PisOb4A3fq7C5bTB19cxbM1jTC7dSUiS+ODMi/Cr1Xxx2tkEJRUyoHC5mHu0ngErNhAfDm52a9SEFApKM5NFe4/R4e4TWKxy2lF6xWSsdFiZod7JHYN3MjFZZPj5nYIFzO2yopIUKL1ukjyRuLKDBw9CbBYBhYauMGOReGwTCm90doZGCvKE/23Ge7ZzbMfPzFXOpDJOsEWJQx39C6K2l5Je8g1+yxvU63azOmjjsqYKzCEJRRhvSC31UbvMbioiKEFVmhlj0MVY2yFuy/yEU2c+Q0DlwqqQWX8kMtF31tcC8FFQhyUQZM3AdA7OvpozrGkkBiR8043Ikoy6TUL1SiIrQvM5zfQ9lpsCeGf7SJ/wqbhuKdwWlDIjVa0Mb+pEExcgxhNka9NU7Gojn6RMwKvSUmQeRaBP4dacLhvZzk6awroqBEFbGgYrJgMhpXgwnbEGahNjscQYGRAbSSsHaE7NpiU1Op7iWEcjTe+fw7O6iXwaP4vt8eN6fysPB6oaHVbS+qRoK/2tKPyNHLX3Lx8TCJdt6Jr7JDZlDKdMe4dg7GxUhgUMi7MyNamOu/UV3KpqItPTSqLHgq09npe/3samj17hpU9K+bFxCO0OJdkttZjtFhSSTCAm4i5UeFxIPg+a9iZ0zTVUL/8c3/rvOGPN51y09ydOK9mD0mCGxc8ToxJ9zBnQwIA5cN674UahgJLlkQv/6UlSYySULis9NjfvfvQ5PzCXEgZRT0ZEWz1nGpgymWQrIdvdQgiJn90K5sdfxoUtWr4PqyD/Vvt/FqyEQjIOi5hA/b4gXzy5B68zQEy8lr/uquKNn6u468siHF6xCu5yeOlxnXzAtH7/A55DxXi1kYne+uOK3s9v1LfzTWv/NDCA1R09nLq3jK3Nwrd46ZBLUSlULCg4F5U6AgiemP4sA+MHcll6ImcnRxpjcWNP1PHOHRutvXFGajo7L17Hl4u/JDdRDGSyN8g/qlspD/pQ1jqYGFDy1Ng81GE3ksfpx9YZcWUFerxY3znMuVI8Rz0htjmCtAeiswNS8mJJLRBIvMOsY4MUWTU/GBfPeYfdXLPBRqwryMVFLsbNzaNSV8+HdqGIGlRn0+D2EZdsIGHjGC4/+BjlJ/i+AZJ1oivUd0frlgT6gJW+pnN3sdLgY73Bz+D8eF69dFxv7EuyW0wekl7PzWeNY2h+E97ESuaMyOTs0ZlQvwNFyEelWs3I/BweTFrM0xP/wKuzhBy9v/wIhUMjE7YmCLl28Vwqw5RxVqcfs1cm2RokxisT11PFyUwuzqe7T8BpeZaGw7kaxtR6uTo9keeLPOiDsLioFp03nNYe9KNsK+1/LH0IS1jLJkXTX4NmUlyfLLBw5XP1ibW4EiOrxlD2NH42vMGn5ffzsyXIIZ2Wm9JSCE75ljK3SM2dU6OmbPMyvnv7OQKhAD9W/8jPDT8D8GHJh3iWXYX3H2Mp+fRr9EEnw51VOH/8jFVvFiOHZDp8fhbtr2TR/gpa+7iHZFnmHzFpzNhXycdN/YHeV63dHAgzFOvbLBxptiEbVQyvEYyd40Iv+otFkby8gJXFNTtQ/+NJNr18E7ZVKzDsEBk9XQnxnLpXlKFwpsUSijewZ2iEYZECAXJPYKh6YnQcyk5l10DR52JShxHUhDU5nKDxJJDlb2B6sgCUBQYxiQlmBTTBECkZ4crifaj58vJyln71FXcnJ+NUhMFKMEjA23+4ztd1Ikkw3C5q17w65kJxPE2kf/pCOuyaNBSSjH2gGr/yeDuTyXE3cINdjFuSRkHxDlG64MtBp9KuNwPQkBhLqI/8kmK7i6CnHX+uKCC67VgnVrefgM9HfYnIVuyr9/FjgZmm8XvpvM5G5+XdBMPDWkq5nUF1NXysvYFvuDDqvrIylcTH2pm4qIIx7lZUIRltbAB7VwJfVUSXtEiPiWPmdS/QmH8mqXIihW3dSNZGfIoYlldegeLbKSjtEl6Vku4YPVkTI1XGj2Ql88PE+7DXRy/SHMY4WrNFvN8wh2Ac1nV083lM9ILluFWGwUqc3UJKZwTwmW3tWDvN1DgFQ2NQRuYQe4wYLx93p/HuKW/RpE+lM1aJSjuC0MT7mPrEclQ3b+Iv009n+/4buWj3JhJcdnxo2Lf/MDISFfZkKvosHINKDe6sAQS1oh2qnDb0TdVou1pQW7vw2G1IcoiEWCOXTJuENujnzDPPhIyxGE4ROijuoFqwPcf1UDrKoC5SogVgf4UXQ10lMVWHaen2cYCRfM1iPuBivmUhctoY6KoEu1jwj1OKhfKNpbXUhPWedvVh2n6L/T8LVnb/UM3HD2+nrrSLhtJubB1icrZl6dhQFmEcfjraht3jZ96Lm5n34haae/rHo1iXC9T58cJzeP0C4Vvs/ugjjnb1sLKjhyermrntaD3+k/j0rymppdTh4UCX6BCD4gcRCMk8Xd2KTRdB7qdknTwn/YfiiHR+XqKB0wv7yzZLkkTgUCwxLWKSUh+1sv+rctQ7O1CXW1Eds6Poswxb/vwBljy+G3s4y8RbaYGATI1bDIAy4AyBOibSfBZcN5yp4UKPx5qcfL5VDNAzS9yYNrTTo1OR1RXgrh+tDC73UBOQORDX2VtdeY51LG09HtqWlePrEMeVq4xU90QDlsTwmFLX5aKyTcSGyKFQL7OiSo5mfJK7inFIQTLNeq6enodSIfHMeaMoSI7h1HgxaGuyMunwNNGoexV91hLuXWQUirjNRQAUh4NnL5oeoGbEVFYlDMMeJ1wmM6apuOKpqYydLwY2U2s0gzRCqeHzGUbeXGSmI1aB2Srec2PGTJ6/5i88epOIF8osO8pDH73Bkkfu5JnXn8Vss/LdFCMykFAj7jPYVYVr+4tRx0/p7g/SUuaoyGtqwOgOkn9C0b3pZiOJfQDMcfdZP2alD1jp0IyhtDodi8+IXSdA9+imuQSOGLEHBciZlNiIVuEnu03F/V8HmVwWQqcULys1EEBX+h06dw2DdJEMhUmBTdQc6qBl2SusWvc6RTYHB2wunuijwVLs8NCqVBMCnqxqJnBCHzrYE2EwXy1rwTvMzFC5k9zWZoIKBYHcEIE40WdjLR3cfmg58xr2M7x4Ly17zYCEKdtN/ikdVCblYfQ7WH7kDkYsKKN1ZiYedcTVk2x3oQhJ6IKxxMRNAqA5IQL8Ln74boaPKOSMzKMMDZYz2f09V8VHZPePm89npHL45ZQOvQZDhpgQJH+k3XR1dbGjcQebDX3KRAy5n8pv06g7MIptocmc6X1KvCatm7OyjqCR3CDL2GPTqJt0RpTLcnPLPGrrRTuISRfnMXj9zDlSx5DaPRBmAH3WBhL3C/nzowm5PDn5GlpjjFSkiT5abo64JNsPJaLJFvFMTT1u3t1SzfJ//BEAGQlLYgoHegwkekKEFAqq56XgHSHeXePivN7jpFoEAF0uXUIoLBHpaBnBsDUNTN3aTspBHz6baK/a2AApQSsgk4ANDQLUvnPLFKYtGMgz113EvPgEVCEZX00564dmcftLS0nbKBjvmuQ4YgfYSRpuwaPR8dm5N7Ftwql0JKTgTkoiwdfDsJ5yVD4xplanij5wZ/3nFLgaaNEk8mLe1VHvMq7tGZAji4z8jBQ07khg6YSSehLKM/AHFIQkmWZjZNu2WNF3vm6z8FxAjB+t8eJej5RZORyOFUKhpNM4FLnPdO1V99czCilVyGoNKBT4zWJ8UridKDz95yyDOZ6hAwbw6KOPkpeTzdHtm1HPEGAlKCvwZs2EuBxQnLDYKTxNPMt2cR+KYICY2jIU3sg5ihnCzlYFhMslMPshxg2Z0e8ajjh+X2zn/5NgJRQMcWCNmEx3fVdFZ1NYMjhFz25NNHuyrbKTvbXdWFx+Oh1erv1oL/Y+WR4BiwVX2P2zccI0Vk+djTIxEV9tLe/942WuK6nt3bbOExmQ2pxtfF3xLYS8IPuQ/QIg5ZjyueJwNZ80d+ExCo2G5JhcEnTRsSEWScmZRdVsrRWTx5A0E49lpLP0kZ1U7o32v8qyzLZllegcEdq9L0N8sM7S68e3driwtDgJBkJ88eRuHBYPnqoeZFnGekJlUb9TDHJDp6cTm6QjY5CZ9IFx+JVQFXZD5LU6aTlWR4/Vh1opoZME2NnyRQW68pFcfvAv3LzvGebvi2PNTza69kSuPdGZxdq6tVHnjOsjAzH/pS34AiF8tbXIPh+STof6tWVR2yd1lXCDfylbHzyF04aLCXlYRiwbbp/KHeYeAHzJZs787szefe7++S4+Kf0EuVm816PHM320zTxxlhiwq2NF8JynvAKvVsGWxH2YJvgZXh/2/QcCxLhdhNL1KIMB7m+pZpJvE5ktYoXSnTCUtNE7KS2IKOietnsr6d0dTCkpYv4eMWmoMtVYPj2KLIdw7nsb+TgbZEiKus/Su+4loBCT28gHbuHDpx5gxsFd7LaJyfzhYAwPNyj5eHBO1H7+sBtInRZhVhqOdlNdFXFrbGgWE123oYWgIoDOH8OUhrOoLuqgzScAql4Z4IKcEsbWdzKpUua+b0MsG7+Ku2yTuXFHpE+layJZQ3NsO7g4+U4yjj7GVfse4876z0GWOWyPsGbruiNCas5giKI+v/l9QXZUdPJw9Tsc2X4m2YpmglkxnFYl0v6rJgxhQkUPKeseA4UC2Re5Dn+5gpBfgdoYIHOqhWx1G05JzdVdP5Pk70EBPGT7kJQLnNRniHajDslk+8YjJ16DLxC9KDjrvj8Rn57BZN1+Bsd2cnbKKsbHlKCQoM5hxq+IgJrk19ehOe0c2lInUFsixpK+zIpf8nM4IdoFWntE9FjNmLm8a7yLw3IBdR7RBgpNXYwz1ZMS6GKl7j5OLxDFCN1dao5+mU7W1gNoatxYjhnQ/QTjbM0MbO9GHZKJ8bnJrf0RWfaS3bwDbdDPlvwBBHUerpsax4GBqQSUCpq06aw3T6dgkWh/tnoT0k8e/qR6jisGfUH70S00HBas4dGBIznNb8P2+OVkhGMj2hDPcCfTuWbS3/l5nEiZTbZEYtr01X8itfQaXNsuRBUUY5W8W4+9UbAEmrgAsZKbv+cdZLv2Tl5T/xOAgmTxbLWx7aQkfwCSTLC7i8xD0TXU6hLjMCR7UKhkDk6ZQktqNjsnzME6Io7MQBdFu85nbfEtDHBGZ7aNcpTz16pXo74rdNZxaf07aLxH0NvXIIVcpKjBJ5Uj9Un3HVAXcS/ZDAHWTOhEGQ6QdecMR+OLdoW2xIs+rPIbObB/H+x4DQ5+Toc/WkojpNEzJLadQEwsvoQUHIWj8SUJ5lzhdhLSiIWCwudhfloFBp0Kc2o6uaMEM9RSUcbhjWtRKpX8+NLfWfXP59jz/TK0BuEidjqcoFSBOTJeNI3+B0WNg/i5LZ9uZ1hBOOz0iakuRd3TgRZxP+uYTTtizqqt60CzcSUn2hGn53fFrfw/BVbabR7Of20bZ96/Lvr7BrFyHTErk5Jm8fmmWSI4q6bTye6aiAunrNXO8gORlZ9zyxYIhTiWlUtbYjJOQwyfn3MJALP3R1IYAU7bV4E9TPX/bfffeGLnXzC3PYXGcwQJmZBkYPTuBjaFs0mC6kzmjH6bzxa+F3WcUEjmpUo1pRvrae0Ug/cok4EjW8WK4NiBCDPU09bKkS07CQUtJNt+uQ7DgXoLlh4P+8IVRH3IeD0BXn7zAIePdeEMQRAIIFOtiqwOkrKNzL1iKJIkIUkS59w7jsCV+Xi0CuIdQVJrPsNn+5BQ0MKY03MZPSuz/8n9BjoDMo4QOPoAonT7gH4ZQSfq9FV1OPCUimwW3ZAh1JZYKBp1e9Q2aZUHWFktOkvQZsN14CAtD/+J6VTnAQABAABJREFUrnfFc21JiV49NDubWb/tKeQqkUFVGgYrJZ0ljM8R+jZH9GKy2rx7H+/f+QBn3/wEpi/vo7D2MH/Y0M1rz/2FFfdeR/6Sd7n2h2UsfvIR8tdEpOw7CxOZqvkJj0nDy5dcQ2ecmaAi0h3TOsWq5InpJr7LVCO7m5DcPQC4TUm8dMPD9HXEpczIYfeiSIBlSJLYN0yITs2KjUH5dQOqHR1UbIswMSGfD9c+4X5UpQiwYuty88MrRax+pxT3OUuxz3uBlgbB8LXHiInn9H06Bh95C0XQxxFlAsvqhLskVesgzRoBExuf2cD017czcrsGj0U84xhltDJzkjLi37+r/lOqt53GeUff7mVQ9lij3X3Pr9tIV1cXn332GT8sX0mbQeauhs9JCNh4uOZdFMEg04rFij9zeBCjK4jK70CTEP2OA54wa5GiRAo/9rtnZfGH9uhBNVPuIG5EZEIZXr6UnMbNSApz1HbphUMgGCDBGpkgzRoP/pCCrb6ZSFd/DzozjLoERXI+0y8Qq3ZJIVySKneQDq2VVm07O1N30qPtiTr+xrbJOGIy0A0bit0ozv1a52n4Q+LiF2ZUsMd0J4nKiKuseVc8IBGS4GddHq1HY0GWSKtxk9UdoeAH1K1D1/IGGZ3F2HUaHLEwzbKbllWfimvTamkemc9pQ37Gmx0kJk28E59Ng73SiHltD6k7I9Wmd82ezdk1DyJ7HST7Rf9tI5UOknkTkdnYkiT6T2p3FwY5HEsXP5pGxxzS2/v0+c5Ih9eME5k5l7Q+j17ysUC5HzUBlOFBQequRKECXbion/WHH3r3LcpJIahUoEsQoLDNHMlUOveUXAa4G9DIAdRykEs7InFqWr+dLHcrkyx70DrF92ZXMZ9vv4UanxhPjT1fktR4Ezepd9HQ/DUedT2zd67h9E3LiemTLmyL8ePRhkjR2rk0r4h5sTHc9cFTLNgfqT+W4RBAR+U30VBbh3/dX+D7W+kI61oNksXvIa2WgaYuGDgUb2oOskpNMF6AV21HE5rOcCyaz80Icxs35P5M+qAh1BVHKpQXrVtF6eafqDkoxoCSTeuJiRcAw9IcnuMyRcCvP6Tgq682sulgMfu7RaZsnNrN6RmRjChjWzX3TZBIM4R1pkbchizD1p3VdK/5rne7S9IS0CskXMHQL8aincz+o4UM/2+z74uaSS93MdQfWZ53NjjobBCdxfr/kfffYXJUV9gH+KvqHKbD5JyjpFHOWQgJkXMwmGCCwTY4YMA2YINJzmAbgw0YAwaDyTlKIIRyjqM0eUaTZzrnULV/3GZ6GmF/3+6zz7O73vuP1D3VFW7dcM573vMePXjDcXQaidWTC3niiw46R4Pj1l9dvpXW4QAbjo9w9cJKAPyfiYG2ZWqaxf3vhqlcIsnUnehmzuH97Jwk8u+DSYXHO1u5pbKcnce+oHE4i/aSbnRxUVcioa/MKLV+Z3UR369Ie7yv7Orl2c1dJBUF78hEShmM9Af5sijAl0X+AN75w4OMdAtYshq4rM/DRwXn4tFmKlW+u7+f23cNMJZIUGyR6dAq5CoSo74IfwfuU4RlP6JROahPUJUQi2T9onR63iuDLm4/1ks0tdHcXJ9LJCkWTyXeRUXzKmy5RvbtHMIVDfNpw99Yc/Tb6BXhuT+ihFmgpD16a8zBzl4x6dR4HP977yNHwlw5bzLPbxds9MN9XtS1O5AAn7WMlo39kN3E8C/ewv3sfTT07CHPo3LbpjuZ45xG8MrvEmvP5I28Ht8ByHxryrdYVLyI73x8Hbe4hXe9wWSksvECjnevpdvXTX+kjcocM20OMWEb137ElwmSjSeScOIv1LYaKExpoFy29r0MIwTAOHUq1VPb0BNhVWArby9bzdvLVqOPxfjVU28z89AbrBr18pgKigR/LY/T/Mlr5AMhezWX3HMXQZOZwlVncdna92grzuWp927loY8l9k+dydQDe7j2579l1JGNLh7n6o+P0KVaQJI4umWAmavFSPG9+x7x7h5kiwXzooVseOkYhzakDfF+dSYbNxqwhfxE5KMcKvwCS1jl8s+HgCH81g85OKkXTciJK5mNJeDLeM6G4+kU1PCYHoMjQTyoQWdOgsRJBFBzqibSrd3P0vbWMtQ/P8o3LXb23fJTrCGZUaeez3PLWPXFHhb3D9Gep6XRnE4Tnuk7wsy2FuzBAFGLlWnatDaRo2yE4dGTtZM25c3Dyefk4KExeYRs92Fikha9ms7YmpndSju5fIlH1g99zLw/38ILdwqlWLPdgdWZDd4TyErm4qvVarni4WeQtDq4vV14q0BWdoonokml45edYFdxGk3RKlpuUOZxNLqWBQE9Q9ogI7nTybY42bPPA4BHNfJaTzPfqMwsyPdlC4SNaEmwu66SkF4mFtbgtpmI6LRUjPmIGDT4dXp0SYVJJ3pwhGO05TtOOk/PKaewq3wqASmLt7iKOYv2MRbLpunINia1HTjp+HOlNzE2eYjWa3HUCOO4l0peUBaQ1GjRxWMMO0VoqdgzRrNulN6BIPLWDewNBljRnenkoYGj55fTdOXfGfrzqRSE0+98iX1Cte1ULR5jTpyIW08gJUvQm1tEv1OETb40VlwppPrHXc+yrL0dayKNXNww8AkfO5vZ7pzHwv7H0JNku85B1thfMPlr0MT7+amllHZ9GK2qcqPHy2NOB08ceRxVUhmxazn/8G5s8WG+WNpPwxfCMPqSMzwg28j55hN0PyAyfZr3bUSv1eMxWylzd6LI2ciKAU00lz8ZryMHF+GkHjSIchr2JMgaDBaZcEwYBqWlpZw4IQz/ybNmM3C0hVA8TCKRwBszkm0I03NEvCtXVoxsv554JMxHj6czeJxFxRTVNuDq6+X49s3UzpkPpz0Efbs52G1FUTKTRhblddNkH6HJNsyTbXMJJAx025ZR3BhjcPdu9u5oY1vfXIKp7MeL332GwMXX8ovaYo4FI+z1hzgSzAyb/7f2/1fIyrHjLpriX2+feSWFj7buZN5ACw0FVhoKs9Al46ijI+zt8QBwxxqxLW1tHyOWUFATCYKbBFy/pTnNL/Fm2dg+WRgoP37pH5hSlr8ufIAXtlzMvBfnMedINvMPZ3POpiK+TJuPWFaMn+NHFQUZhkrbsJ+73zrE4QEfx4a+QkySYPJwGu1wDwbxuyKE/NFxQyV1GHmxUZpDwru9ZHYp/7xWxN5f2tFLn5IgIkOHTgEJRjVplOPlVHnYEb1Km07hKXuUR5xR7mtNe8Z3TDBUSgw64r/72YSbjJNbZiXg6qfhWxZenX4v/fY2vljyGa0ppCaYAE8sExaMDIi+G/v73xn62c/IWbeOn5/ZyMWzSpGVJEOf7Ce6QfAC2r3p0MjBqs94ZIFAcYpdoEmqbHjoBycZKgC9eak0yqwK5hXNY61HZW4qZLexdhF3L/g5p5SfAsCrx99k/rRCDk39mmyZVPvSUPmyaRSFiA7+cY4Z47lnor/7R1iL9wGw+KgfKdVnMb0eWRKcmzwpwKtRC7aAn0d/exf5rQKaPlp5JsGUFsgTF1zBWQ8/zY+/M4MfvKugiSfZU1bFXd+5je4iYUyt3LmZ6n/+hCWbbydvZC/uwRBhv3iXsU7BB7Kfew6DLl2GoQKw9c125INdzNn1IKs2PcoPdil85/30+zEFtuJMkeSS2Q2ExzIzkLI9aa9rcJeDnvU5tL9XwNFXimn5Il1va/msfxCRhPGsJqF/m4P4nXeRGBxkcvsxLvv0fRI96XBBvyOPRCRJWJH54cv/YLRFhAGKYyP84j2BliWK69F9qZQJOKtDWAojSLKKozqIrFOI23X0FxfjR0Df9g7hia+3z+bahl9ySDuFAX0ueuIokwqRUiq3aiCAbUKx0eJ6gWARmLBxpppUuVAYKoAvGeKd9neIJUX/lzY6keQcZF0Dx8r9Gb87dexUhv1nMKP3YrpC5+E3baelyMWLn382rrBrToToD9u49sT1bB3JzFz5ZGwh2mQSGbAE/OiSSdY1V7O7qoiW0jx8Rj26EujKtbGlvpQ9lUWoQHdBZnhrqmOArXnlBKS0oNfOvOl0lJTz/sqL+WD5BZir0uRUg5zgihZR12jshwkKEcbKVmkxuzQ16GMxHnnkAUZSxsqCvTu54zfP8K9f/JCrPnyT875Yiz2Q7gvVAPfe8UO+s/I3/KUzxAr3ndwU+yFeVcyB26akNtDRVvj0lwCYsjMNxoBOfNbom/HEL2XPJ/fhyzKTlQhwe/czlJ74gnMH0+FmDQq3dj5KTv+tROJH8MkSu535SKjoYm3Iami8iOPsSIRVwRCyqqKmrBFZX8pNJZ/wjcr9TEpEiehSSEOuQOjGtHH+8kA6JVlKJCh1DzGlvxNJgkqjKP9hiGYTwEI3ZQzL4r14xpJoIsIZfUMvRBw1Gg1nnXUWAEajkbO+dys3PPo0zmIRFnLHTESSWoKjYg59NG+IgYKTEY1kPEH9fMEt6dizQ5RwsOYzdsF6NgxnciZrrKM02UdA1iGVzqLR6QHg6O59ZGdno/OM4uo+QTCR5sxV9rWz7LUnsEswJUsYh4+0Z4qB/rf2/zfGiqqqmFsyPb9NlRqqFheywRjneWuE1S//gXu3P8OPP/gjYzfewDvv/oznPnmQUv8wxXYjpzblYzfpCMeTHB/yEzl2DCUYJGK2cLy8KuPcD18h1BELRofZOrOWGpMBYzBFLlShdES8rKywjvmhC5lWcjVnbTjGt1/4HTO1aoah0jka5NSHBT/j65rToscUB59JQufQgwr/vHMLj9/zGZ8tOB1vCjb+shWnhKbuq21jydALzHP8n+OGLbokT9oj7HSqTCq14ZVUkqrK3nYXL2zrpjscJTKB/Pi90CBJf7q/q6YaaN+1lX/efjM7HriHU3dYQYU/n/l9qlPVqBdGdegVwWvJ0qb4MKMz+KTjc7rfEl66oa8fSZKYU5XNT3b9ixX/vB1j1E1Ul8WgYxpWp4GBizfwxPHHcVV9QFgPWgXmHVOZ9KGIHzsuuxTT9Lnj99aXUokvt5VDLEiOJ22A3X3+q1h0Fs6vFRkIr7a9y5u6UYZn/neZ6G01xfiMafTq3bkSH02Occ6kjzlv/7eJJoXxERmcxCKfMJbkpEpM7xDfHzqEfutn/OalVykaEyGht5ecyo9vypQmn1qYS8nANopTkcpJnW1sTaF8dT0d/OT5JwDQJcI0t/ydLF83g53ivfhaRVhn0G9m7T8O89WW6Ghjzp7fYoyJ4ydt6Wdua3oMlo4FyfbpUCSVQydcDO8T2Q1jFiNfN6K+rFoNoBmI070+h55EAccsVfRrhHE1cjALb1cmeXD1rq3UusQ7WTW2hf3vncstLz7DY7+7h8rdvYwctOENz6RrXQ5ZbaKvEtmZS5usU8lersd4cT2mRz7mlbMv5N3TzyZmMOBHGDuaEdEHcoebmvV7eSH0EL+rFFV8s5vCVK7/AusyUX8rtGMHzStPw2jNYtmV14mLfI2xQu2p4//9zY7fcNemu7h7090AnPqtSVQttmOpPh2/JY3k1I5MZdkGHZEjrbj7YiguP/qxLuTwCOYTLaxyf0GW7CMrGSCiNzKgL2X/cBMf9dXRFXDwB+8laA9GkFOIsC0UJar7SuHShiRlU224rKKvozotXpOBqJxZAqHC4h6vAP3VZhwNcMfbz/Itw2dcW7OTIpOf88payOtJb4TlI8Nkp5RY83UafvfoQ0zubOXCKfUkU0KO2W0nl7sAWHvjMrbdW8KGcsFveWBoBCsWPlLm8lxyNQDtuz/l0AkPvJ0uwGrKSXMKFSRGskxImgJ0llVs3LCIE+Zy4jqJU1xfUV8F7q/6NpGEhpqUCnabXs8ZpcU8bRaGxopgZlhydTBETTzB5SNpTlK1JxdZAo2kcp4/yM4lPvqLYMQunJiAKVO5WVIVag3i/E481OtEKLEwJ5/6+npQFJAkBrVd9OS6yEYYygdNEVocLWTnZPO3v4kK1tnZ2aiqKmpHZYuQtTtppd2fPX7tmF7h41kDcNsKei8qounM0wEY6+vh8XW/YzA/TjQYxNXfR9/Rw/QcGUNNjmTcc1KV6Qo4OCLNQL3+U3TLHkm9jx1YjCY0oUzj22zUoDVYGDvRQ+v2zUxOVbLuVU6uRfWf2v/fGCvvv9dGQRjiqFSeXc4L1gj7Q2H+ODLCDmMCc8xHYQpxKOw6wsD+PYR1WrSqwpyhIyyuy6V98za+eeJ9tFMsfPrXF+m6UJQK319ZiyTL/Lo+rXo7ancSS3lU2V4Pa2dXYQgLuPai/IvQpCpvhQ0m3m84i8+kFeS4R7AHvFw81o0ppa8w4A1z3XOZRdiuvzAVeEi9vYvsYrM/XKYnfFohckpH4O0ZFnZPW8ST37yNkey08eNQfPzrPCfGt65F+vRe7vemM0xMCvw6ZiKbr2D0gFdScYXiHOrLNPrufusQKzamU2ivevUx3E9lCgTFI272f5LmA+T6DEzxXUyZrYwFU9P3FpdU5ls1TDfqUFCodE/h5ef+irlbbATy8AiXPLkd04FdLO1PQ9DD+TNRNDqWn1/NR/2p60gSh8vFc/zwbQVtEpT6BhLhU5Aqr+Xz06bx0CUyUb04piyrDNxd4+f8eOED46TieUXzSGpykJQg+p7vYvJ/wBPnf2P82O31U3nivG+QlGW21hTjsprwmtOb89FSA1/u4GW6BBIKen0hl/z0LJ4+YzLnKAau/txP1OAc/03yncepaBFk0Z/feCt/vPy6k97JVm+Icr45/vlAXVq1c05JE3JhZhl2h6eVoQ4vQW+Ukf3Cq2ltV4kE4thyjfgXHufjeiEsZ/N18XWtpSQXFdAmFfSJJAFTkML3/SRjIjDZm5eFyfl/jkWHhgz0fuLEHI5wKDSLZELC3SFQDq0xyZOXCe5X7ugIiwcOgqry/KGfoT1xskx//9uDhEdFf3uzKigpEghai24WEb1MZ76T5wb/yvtDP2TfP19H1lqIo0MXzaJUyUSUXH49RWYTBb4kGxyiVk++vhWdHMC8QHiYgQ0bWP3tW/jOUy/gKCgk0b6Pvlt/RGg0E10K5hbx+YZpHD12D++0C+Tmw64PAdjm2cRPlW+xeZIghVtCGs7eVMj83R56nIXkedajRo9jHOrKqNjc4D3C5X2vMOdEF/M6R7hvy/MsO3gIpSOLX2kuwRVKYnONoQJba4s5kHJ8CjwB7JLo381U4pZ9oE2blcdT9WZkg4Yzmg5xftkh6rLGmOVr4fzNH2OMRlg1upmjn59J679OY/uumzht/n6MUhKHLsKK4U5KzT7ybWGyepJoAlk4jNdzzv5NrGrZwYORYc751f1UPnANl7ffTcMZJzDnZaKQjvoQhXM8lC52sct2CrrWxUxOpNeWMq0W1SCzXRFo1gz1MH988U3o3S6eyz4drS1JziQ/0RIHuxoKCJotlM8WzkZRUmZXrRgnV/Z+dNI4unBoLUZtkpw4lKcMFq8mHXA/zx+kVDFiVBQuPWzgXK9AWGZE085qxcAk3IliEqqeSnSs9l1JgcuILSyMM48jpcHjtBFPic5VFFdw9bJqruI1Ws35BK2dtMW3MTQ8REvOIXbl7mJz2W4+nzHKcYeDE5YT7MrbxVHnUVqV1vFrq6h8753vMeeFOXzqEqj/+tFyPh4QWWf9OWGWaxwAPHv4WT4NbeNdmzCOkvE42RtHiEgx3NYYz/74O/z7njvY+upvUZOZXLOuYDav9zbzwSEDLRsPsmddFEl2kozH2P3qNjQRgXjNmtmA0xghy2lAEBFgsP04K3NsOKM+5K+p0fSf2v+8sZJMKBwf8rM9VfPHV2li6coKBrQqoViS40MBTPEI//z4gfHfeEwGNteXsaNa8DFWKUN87+gHxK+/lrM2fsJt7z/Dytf/Mn78oZp6zs+zcWHLDt77ZUq6XpIYtYuN58jhL3jlyR9RORjGEbDTpKb5LTumLyGp0aLIGg42zWLMkYu9I81Gf3XXCTpG0rHCxTofx14Vkyw/28SLN8yjNrWO9eTp+BUBpv10OpffO4/W0nQl1H+fcz0j+WKC56ltLNj67fG/1en3cG7Ehwa4U29hsV5H7tcYKxObKkFsWjpDKZLSrDnj09coGEuTOGONghTX3XWCvf2ZXslc1QFAZWP6PP5SEx4tZGtlBmyCaHfuzprxvxtDQVrbB9D+9U8Z5/I46tAAX6x7iaiSXgDfm5P5HMfKilB0IdZPe5A35x1kX42YApc1XSUKuLnEBn7E3sTVuiXclZKqlySZqDmNxlg9/+athTbW/PYm7ju3lIdrLuTVxhVc+KtHcae8hrZ8J735VtausDDraAmzjonnnW0WE1Qx1uDIN2M36HhyZRML823EdVbUFK/BHolhikZIyhp2Nf5nWeqPm5fiyrLTn5vPi2vOA4RabtE7g2ys/A47Zv2Utmrxvd3XwWCHl6EuL4aIWIAiBifOQjMX/nQmOxyf0OMUCIM5nPamttcX4zIbhSHWUEMk5ambYgnM8cywpC47gcaYRmCiq1VGrGlOQO6U9Mab7fPxys9uxL+7jY82N6LEZCSTSu05Q7Q2V6EioYvHWDi8jxWD2/F2mxjeb+O/Nf+S0ygxiDm0b+RyNs/PpqNRg6wLoZJku6QSl8VGVG6Ic2g0XYAxqUoMR6zY7GYK6KHPVMhxczkaNcmv3/wjxh5hhIe2b6frwvOIHhZo3dAv78LXDt3r8qCgGQx2MDnpim0imQzQ1/cCBeZ0iOXeLffyk40/AWBPdAsAOT49OT4DWkUiHNt00nMpWh3hkmpUjRZzIEL94Bglo8NYU6mpVX2DjOQWk+0ZZkNTOR81V+O2pPu9dtiDvrZ+/HOnW8fEvMDRrBSiFY9Rn/BQbXUjSTDPc4BbXniWD3/4LR7a/CccUoCs0ggF5jQCGfNpCQykw0G2Y3b+efABPAM9ZCe81Iz2c3j3LnQldkxHH4GB/ejMCgWzvGkyB2DJj+CsCRGpcdLUYcTbsYgLXi+iZiClzbEsh+jyImyLTyUpaSiVRpnsExl2W+3TuHD6n3gvfzn5U/1MX3KYWVUnmHbmBTxUkMdzK7Lw5OlpL9JTGexjcWA7ChL9+rTcwaRUPZszs39Pji8zcw6gwmvkhaab+PBEP7frO9g9JkLNOdo+PPl3Yk9eQJVrBi+OPsZzw0/RFpjGiH8IORbDFkpl1eUZiBSW48mvJZ5CvXuOt1G66DI+q/slu9RyQtZeVCnJ/sR+jjpa6c5Kk44/K/mM7fnbxz93K+m/dWg62OjZSFSJEjKKdUaOS6hI9OWGMVX085AvgVWXRoK2+/akCxEClUMW3l46wEBOSgTR2wckkaS0ueC2xohpFYYdUXZvWYckSWj0wlHydm8cz27bPZpNT9Vi2hyTyHeIubL7/bfZcM+tXPfM7/jO8789qY//U/ufNlZ6j7p44vsbePB327ClkMFrL5lEllFHljENiy7v24eccntDNjsHasQADBr1xDQyVYd3EHrhn7gsRlqKc6joPca2miIOluTy2vLTeHP5afx86/cwfXoFNveJ8aquliLh0Rx7+H4iG0MkbD8jO3kNmwYEShAwZbFnSjoWuHXWCp67+GYOdXWTTJGSvhQ/u2pBBb9ZVcG+gIaNciUA061m9McDjJ0Qm8WIXXgA74aD/HQ0E7aLGE18Ub0CGZUz8z9D9vYSS2qIK1okSeXeFX3svXwOKxLiHH0Tck1+O62Si3OdbLvjFLIterKy9ERXFpFvM1CX08lkqZMb+17lX/t/xsrezEqfr/tEymLCO4rGl3lPRSEPAHllWZxyVSN55VnUnlVBX7bwTk26OKoaJXc4c+GeP9BCpT8zPdtjr2F2lsqfi15MnbuKfPcClsy/neI//gXX1UnGbo7jW3aMgcn/oKygnRtzoyL1zn4mr8bPIKaq4yS9Y3phqK4bExvrB92bSOqmZVwzy/U0Vs9LuJsb+dePT+PhRXWUDKYXjrBBx8GiAuIu0QfNHXZKExJzLAJq/13rLgaDgwx3dTDS00V2iRUkCc9V9xOf4M15sp1cty6CLp4ZXJllS4dLDtU2cM8NIvQoKQo3fuTFHFOJGrMJZJXhTZWgz3YdYfjQYf7x2YsYoqL/bXXlnPa9SVy+7jJa3a0kZTH2zGExTrumNjBmMrGtrgS31cT0085CVywW8qYBL/O608YkwEX1LdhSMX00KhuGq9hfnk/IpiFnkp/tthL2VBRwoFRsEuZYgpndQ1QPiHBBZJoZSYbysIuETmyAecdGuP8Pf2BgxwSSrKyiMWaGLapPH2aV7V5kScGVKMETqUaXKhBXmLONmMFNeEI2m1UT5aCniD2uYg55Cvigr4GYosVmSHBxzu0scO9ng1MU1rvr+B+xKF0YUtkm4ZZjnLj6Eoj4iHam0Zlk0WL43nbUGzfh9aXJr8lkOqvo9dbXiSYzUQWjb4I8gZoy7KUJasMWB0lrHnKxiXxfpuH/ZZtyPH09dULqXL43SE95FYcm1NDqDjpIql/ZAlQVsxRHMwFxqQv3oLck0NQaMVm+3olxRewcK6pnd0Kk9tsMIZRIK+cOPcwtPIuBKE3hHWj/3AwJMTbUqqUYHQmq14xQtmyMonluskpEH70RXUFUtwdX7m5UVOYWi/ee1IrrDxU5kPMEcfV0WRByD1vEGP8ydAdQb3ezaaSQ/mIDPfk6XlwuDN1T+4RBfshSy8rZT3PMnOZQHTNXcrigiQ2jNxCPzkOTFNesjcXoNUzltf0J3rbdjlw0ifaAMHRnRA6QK+XwbcfZSCkDMKxm8V7wJuSgG8VgwmAThqJPHyDuzAdZJmnPJm7PYbCjjXDATzCZicx12E4Wxvxqa7O3cSD7ACsvXMlnpGvAhSbMjaSksn7mCKuiASwjx3ig8W5q7GLextUEivlkLueeek/GZzXFlTqRG+btpQO8sayPDxYO8pzxX8RD6ylqmAXIkMruShrN+C3pkNzoBLmFoa4uJFS0yv995fX/aWPl+PZBVEVlbkCDWRUDKL9YWJTRuOj4Blc339/32vhv3BeeRUCTnpD+FO8gpNOyq6qQ7jwHh0ty8VqM9ObaeeH0c4gaDRT2bUFrUnDWhjj3i3UcXTSFsnIRFmruUrn32z9iX8NktjfP5pWambjtOQyWNpDQ6dFNEIRKarTsqpxE/3HhGZ5wh7DHPcwotVGWDFBh9tOkGcImRZh8OMz2tztQVdDoZG6cIoystWNe9k9YtL5sPRojS4vcFJkChJNanu+cwRfDYpI6h97HvUF4SgdJcEaq+uscNJxzUQN3f28OhdkmPr11GXPXlPNiy094bv+NrA3exfuGu7jH9zQrPVtYXdSacc1RfQ5RWY8GBUdCbEY7mgTBIuFLQ4tNC4u55M45TK520m8Ww7IKE5L7DRwBYeQETcL4u7RbpN8dqKxn25zvsX/KTVTkK3xasJaIHMWg6Hi092aeG7ySc9fX4PtCT2RekugklbLcboIFIrXVoVX5x9iVZEkXMRiLM9B/dJyk120UxkpcVQnE4mx67mm+969/UzGaJkEDyGqQi6dNp7nUzkVVOazaJoh6x6u+noB71q58JKA1ItMd0/Dix0/y/E++z79/cQfOArFQdYZy2VSXTvHuyrbgDCS54RPP+Hc6SeLtGXVcqoiFf+PSlbSViY3i2+++jCMQRhdLx42TU6rx2KrRKjFqOj4l77ATWU2iShLn/OIUPhl7n3ZvmnwcWtqKMSwQsuEU9yisTyJrtZQ2TieWKgyZHQxQMJIOxzlqBAporwpjnCuxtb6YhKohptPyeVUlz+umcSyYz6DDypA9vRF/2eKyTKBOoAGPt92DLp4WjooHtahJGZ0lQd35AzRdMkD9eUMkLMKwU/Sgt6Vh5Z7oTK58cAF2rUA0phT9i7hePIsuZsMZmISkBAgndawfquHjgfpxNdBY53Z0Uozft/6WtdmZ1cmtRWmjIxFUSL5xKwlf+j4DbUGwFRFSIrw5MMDzY3p6ojKuaGYc/6tt9dEeFrQOZnznSKbHwfwlZ2F3FVI96zCFvszMjA8WLicpgc0nSJSN/WkCsC2qotHa+c3l3+afy85l6xyh6DsWFf2fpY1QZ/eRqwaY0T1EnkkYQkcsVXQZi5BRqVw9Sv3sDnJ1mfcHEItreavgdHbNnc0OrdDxsONnmqYXJz5MRPmO5mXOIS2Qpy64hTes1/AEl2OwJ7AWRXFUhUnKOu7nFgYQc13RRkhqIry+NbMMQDCZRHJWimeVe1P3K4yVNnMFj4TPAEAvxTk1/isObz6bpkB6fDeERWhpDCdunZ1lc/7JzVPuZ0Cfy8c5i1CtWpIV+XjqbiaZ9VvW7LdzRUsWG5WpDAwM0OuO0TYcQkXDUNiKjMqNG//BN86czpnfnUbl1FwU+x48OfvRu4eJOfOwxYWh5Nf7kePpsZ8sKENVVXpbDhLyesR3UpK9OXtxG8QaOW1sGsX+AhrdjXwdIazV3sp393yXiDY9NicaK4M5EVRZpjmsQ1aTGN/9I8+vfJ7rpojQcq81rc4c14i57c6Ko6LCV1D2PZPFGIsYxHEjzhiH878A8x4cJeeCZEbRGogUZ/I4xwxFfLXZTKaTvvtP7X/aWEnGMwmpkiyhTyEqRi3MHjrC7zemSlRLEtUffMCgJ7PwXlehHe2cKAer80hM8Ha/bKf0bqI4mibWmfOF4WHq6x3Xrvg6suGzF9/MkVqxucw+sAVtIm2BHq6fzmNvvEkwHifcs5sLXO+h7FvH/uMdzNH1Mk/Xw8WJLSSGHycRFnBgdpGFFXliMgwFgnQ5K9CoCdbuvp6LB0XYKDnZwb5JwrpfNzILT9zEMV+uUEbs34O+XxgaH1aauBY9P8XInYU5/PDf+5nz4Dp6XSGcFj25PZ9winsH02InE+NyDCG00gRrWZIY06U9RkVSGXamiGauUXoOHSAaSnuJtWYj/SaJTv9BOLGd6e27kBChObdTCKiVpoofTteU4suqYyy3mV9W/ZkX8gRXZalnARYlPQmS2kyOzcTmnf4kpyU2MV/djPajdNHI9/MEkTKYVPjxv18h7/AosqpS2S8zpeRC8WgKrN6eT/L1fcQiYTr27EQfCpA0mlh9UR71F5zMdI+4jIy2ONnYO5vV2/NRXxYkv1g4BGovOqMGV18fYYOOPVWlHCrNY9CowXt5EU+sST9ToUGHVpZo3iDSM9c1TgVJZkrbUS5Yt475O+5jwfZ70cbFpva+7mU6qoUOS/HgNsoHhMc2atMwGgnwZuublA+aqBgwY4poyN66E0tEbHhBg47DlT5eW9GH1n4NHz3Zg1ebyYWJGOxUnz5MwQzvl6+djeTj1pvR6KdgdN7KO8VLOFLhx5PytuJaDcGvlAMIGbSYhtK6Rsav4b5oqjRoDelZdWTWJDorK/l02mQOegrBaCecM5esM2/FlmPCPizmdCAnQVwn7q9E0nPjL89naODkzRegLmsU9FZqqufws86nuLHpHr7XeBerZj7FH07J5A4dv28zyQlS+N5d3USOHaNn6bkUvCWzO6Tl4WEjyteuBOlWMqbiDAUZMwg4XS87mT/DgT0/RvOgj6JHfsdp6x6m4ZcxCr3ivf71git49PtXsLtxCmGdDgkVFYmqES/e3Fo2zT6FX37vXm798b305YvN4nhFY8Z1bboozVO6ODXYSZE3SKNerGcHrA10RsV71hpOJve7PVYOf1zMo+rVDCGMPK8qNmELYfJIv0dHMnNd/fTIGAcPHmSAAk6QVk/+RuRnfBibxN54enz1GAJIvsxxcCwYIemoyPiuxVqHNSS8+t2WpvHvF4X3kJ3w8YuOv5IT8/CHY7/lzJTmlBLWjEtAvJazlG8ue4V861LuifeTqBSO7UhuIUntAg4YTyEppcfry5xDyFjGSMrom+ppIeAepnJqLquvbyQqDSBFI8jRCEmLDWvciqRKJOQEfn3aUYtrtCgGI20H9zE4JvrsQM6BDFSlrtvMZHczA+aBr9oOJ7XTek9j6thUaoNpxeHaOUv43ezfsVMVYflG9Tj79+/n2uZrKbIU0V6cNn4N6ECFhFYlbp3MxB3s7Pkx3OaTeSZbm108rbxFfmUzRsdNJEtWoxhMSKrMrFQBXSQZ2ZRJqE3Kk086139q/9M6K15XpjqgJlUxWAmHee7gsxgPC4/QUFdH/k9/glRUwHCnsL6nrFjFofVrGbJaeSc2CYxiUO1pXsC8fRvHz3nD8Zc4O7Rl/LOlIIY5P0p4925Ms2bCs8/itp2s75DQ6jhaITbfHK2Oc/ZtYnTlmXzhDRGw2Hh20Tm88+56vMvns12zmOLBHi4f3ABkgapg7hEaEonIZrSmeZQ2Oqk1C8g8ntJQWTO6meZAK5OD7bwKqLLMXXU/pC/RiLN/CpL8MuGkm1F9NXmxNgr0P6Ql+neqa+v42BHBtm+UPyXCfN4iPMKPWwY5bVYR3+h4/j/2uSyBO7uIrLFhpp9zKe8uW8zulw4ztktsCsOOKF5ZGC9Bj5tX77+TvMpqvvmrR5BlDWaNjHP4MDtGP8ARjIyXle/Ks2PWZdavOWAoR6voCGsDBPWe8e9L1DSq4by4nuFt6zN+tz2ooSWs4dpcsQAudj7KElWlcEAsFDfOfpQDlrRoVPaWT5G1CvYqH4q7n0eW/ZLLX/+Apo+d2EM6/GOdPHrNJeOVdisnW3H4/oaSKTqMrdqPryOLvs2FzMQPZHoVH/7l12SXNOD3i3cbr2wkgI9BjZEXlBho0pyAn1QVEh8YYP5rL1E6eRYnUhvR3MMH0SfSxp/d20FXcQn9tnY89kuI6u0YYl7qOt4EoDc3ye9eeRFPqI3z9ogNwtBQTfTEMeSkQlKCsF5LX24YSaPhlamPEtNEyS2W+f1T6XsfzpvF/pJRrkmhYPu9pYxExWLfqbdgaYxywp3LWEUYR9jPvJZs9tV5mXv+7UgP/g5zXCyAYVMJqpL2oo81LyQ66MVdWMm8L0S12b6C5byVJxOSTOQMhxkszodikCNhPumMUP6zp7Dl5RPftomnvnctq0uGYT64nQYwjkFcZvVNl6AkggTcYtM4v/QQPSEHsyuSjJacRUXpYlj4PRg8yIyW0zkQX49PdRHVfJv2pjX86IznkDqSuI6mY//myixCXX6CB9oZevAhSCicuROeW6meLCrzNU2fdPLMpPl8mDuHfyoKSbmBwfm/ZebfNZiGNCeZOl2FJbStzOPb0uP8vu9eorp0zSEJ6CssY+tskXJvS4IuGGTMZsGb5cg4j00XoTDoh2qZ6KiOojxh0L2ZewpXv/Uq6vyTb/9x/+W4HdlolsSJ6M1keX3IvUdJ6jSo9eL4b/Jmxm88iPRnMxH2eaxotTpMOYUcybkNk38tV7Uto0WtBBX6sTMpW8Lg76Pf7OJcuYue7SFK44W8Pd9KRAtfxLL4Eud0a7MYiGbR0HWA3VMXMpo3k82RBSzybh2/vjPs4839t1AfSo+vgGLlzmwD97uEA9US07Cjs4chWzY0pY2hF0+/gsaBbkoP99Cr2FmhF4bEsNXBSEgYK7mGIP/4wbcpXnUOx070g1E4j8G6qQBYDVpqpHLa6GZ/3i7mD89HTuEFisHEob5hSJV3GDaleX91J+z4tP3URW8m5/BcBk7bSt3YLD7w/pt+a5o3BJAdycaasFLnqwNVIakPgCxz9UW3YbFa8eXVwd/eIwcPx9c9hyRdw7SOaXxe8Dlbp7hYcCgbJZlkpnUKyt5e9IF0luCsNWfyqfchVClz/GgTEgmtyrA9QtLbBeRidOlQoyrnX3M+jZOrWfDhr/nLXg2+onryevcTjmuw6rPwaWfzf9v+p5EVT6rezyZ7EkeBmeWXiw3I/e+Xxw0VgLwffB/rokX0HxOy5vb8AhoXLTvpfFK2keJ5k5AXXzAu9OWOmTgjtDXjOHtlCPeRdYTcD/PC5QW8vjidJaT5CvtZm0xQ4HOTH/TSdGgPDeb0huRy5pNMkS37C8s5pK0gptGinRA+IRWuKZ+cQzgcp0ZJkx1v7n4DKpcwJZlZAO7xpjXsr3Ggtwgr+6hfwOSyFALNe8yqcHLh6loeNsT5fDQNXUuSRO+eV5nuP8Z/a4rDysiSa1nxjcsJaY7ysSkN/3YVhbhi0xCSolI97KZu0MVoRztHNn4ufptIYj8gQimmmOgrv1FHvzOLkCmt9RDTWhjNmUZYG+DjhqdRJqRc/rW5mrVLH2X/8gcxTLNhWCn6NBzL509DBl5x6RmKO0hMSJuzBJNokyoxjcw75ilIQI5OiykcJNc9TG6zi4pTBph65j727fkWN+WPUV4wobbFBNloS6nQ95A1kDdVeJSSU6F49jD6nP+eJePqS/dtxczTsecXMJKT9jy10Q6OL6zmosJsIseOoVEUrtqbFtGq78nkBVl8m9iX9yhe0zDvTH6cdfPEuNYoAt2IGcrpDn7A4v05OIIRnIEw0WMdWFLFBEN6HUgSV+uiJNUkHtMwIb2Xnlw3/z47vdD0FS9mn/cClpSXMLWkmU99aR6LSVvNpGgn5uo/ImkieK0JPpk3TMAao/yTz8l/4N7xY0cdOsKJdNz+mKGSvTNnMphVR/HqCCULXVR98zyqh23oN7UTP+HjjLffBkVBMZpQ9Eae/sENfPbME7z/59/hGx3m/UPl6AIqCUVGOzaA+cRxRgcfo79NpOQ6bTqqs9wsL+jEOvsiKq/8FdKKn4IhC4qm41ULCCS7kBUfhHcR0pg4ffWTeC4/B92ElOP83z+Doa4WFIXQjnRabLkvi9NNFmQgqcm0YNWkHlXSEzM2c/W9f+H1Wafyt11PY/zoQ7T730ATVjDtyUR0k1kqz1x6Prd//2cskLaQRYArfRsJm0S/2UJhwnoD26aIkIxl9xi3bA6ROCy856jeSFSXzlQrs3gxRRUMOUmqTx/BJMcIyUZCfQkqu/vo3+YQBxrsgASNZ3GBo4SmfS1EUjB+VXsrikZGUtT/aJfF0fEU32D7zEeYsuxcXglP5tHuQtbKc/lX5YO0qJXotTIPzE7wj6tnsnyaCOs0aIfIlsNMj7QwN6mlZEzMoVeijvFzb7bNYPXnb5HtEeP/cGUBd9R+h7iU7rvq8ECGoQLgwcbImy9zz/Ht1CPeZb8jl32ltXy1HS2qoFY7xnJdB1PVQ6l34aS3YDoAucYQKnC8q+ek3wKsWnMmq8vPBGDAMsCbVW9yzCac40hJDXGdHrfezXHbcQJasbas3JXH3BYb5cGrUUb1OCIFnB+8nuKxBs4+eBsNw4L0PzN/JiWBEmaPzmZbfmo9kGRC1ZOZcsnVWKxWtg9s596jf0bRiHd/La+wae07WEIWTu09lXJ5Pkpqv2k82MH0tlT/SlouuPdB3s3ZxOPOdJ8D5PmLuXrHGiCFxGi7seUmSPrfQD+4mx0vPYmiNeJcdRsAqsHIcO08dDnf5RuP/AOt7j9Xh/9q+58yVnyROM9v6+bjlkE+axki6hcLrqnKyhW/nE/DvEJUVcX90kvjvzFOm4plyRIUJUbrXiHD3+LI4cbAySGf5RzkkU3XUNb+LiZVTBhPLG1cDKWyW+yVYUanfEDh4S08oOxlz9LLASh1D/HgEw+xclO6IvPkrnaqugXZqLbjY7759m+4vOutr32+nuxcPqmehsY10fiI46hUiTl1zP/Vp2j7xEZ5Y+/LfKycQ+jyt5i06NqTzrWj3siiykoAdnbI+FOqvgYOMbPcSVm2mUcvm4ZBmyoqCHwYCnDwyBcnnQvgg9hsnkyIifijWVp+ffMFyKrKY+98kyPWPrZNctGTH6K9JMDCtjjWSJTGARd1Q26m9g5zZNPnoj9b+wknA0hILKwXWgqjZmGkuNQ0A/6L6WXsLvuCjyb/hZ+p3+W2yT8a/9u5mo8pN+7GqG9l909uIuwRipe2vCY6YxqSSCQTtbzuvZ+i/d8BICuQMoysOkDlhanV7FjQxOqUdoahTIwlrTGJLyj4QFWrM1Nev2yGVJXdnOQjlCwYpuGiDiaf3YbRGaNjZg2vFp3P+6Xn8d6MRby2vI+uwjQEm1tQSY5lDjrLmWisNdjzCxlzprMV1mx8nTfuuI3W9es4cZO497MSIcqTMnmeBNOP7cq4l9qeQ9zzr2FO2afQqw/zWPZShrLT0Guxt5pJo16KXFoWtvWxoL0fXSI5bqwEDTpMhjCeYPW46NWXraN0jN1L6nh93lSGnFrwzceLnuDAJbxmPRsV8OhLKJOK8HY2Yo06qU4RfQEcfoXQlq2wbsP4dzFNmB3+enaPFfPF/jo8zlSa59hmoje+RuQ7z/DvP/6FtqOHkJMJck0mssIR8kbEJpW0ChRz/9oPxs8ZUgwc3jidnp6pRJwVhComsWvdFxzYLDRoCmoawZQNeU0wW8yV8FEXo88cIu6T2NFw9fi5TMHPqfacYMCQz/PTf4o6IaviFUc+6ryTC45OPqzlg84bGC59ElfxI4QtolL1N7OjnH7cQMD+Dbz5dzC5s5X3nv8x2cOCg2Ho66HiXTEuJZ2CXNxIPB/671H519ILGHXmUJkUHn5l9WcE88RcNcaTbF+9hjFHNiRVkqMRDowFUAIpR0aSsE4SY2q4tJQpdkFWlydgN12mYvJG+9lRXYS324w/sYrAvPfhhwfg/CfI+/4tZK08FSQJTVLBPpwOpx3yfKWCd6qtYzFBLCw550r6dCX4UmTS13af4KUdYoO/c009WTpYUptLSeHJ51l5QzkFYYEmbLQ34deYGcHGyM4gBWODXD62gUKvj5hRR7u1gmkL3qAjpe1tk04OBw8jCLJDAwNYu4Xh0JVThNcs3uv89kyNmbisQZLggJSuyD2aqoFj10VIOHNQUyRmY18mOba+vp7rFl3H2ZZ0HbI2WzqUHtaE+azkMw7mCCVjY1SmbNiM1fJttKQz1gYPhggMJJCQWNx5EauOXcO0dy9hRefFmJImBi0TQpuSxBlninX5O+u+w9rutWyzp/s1DxcSKgbFgC1uQ00ZsblD6f1v8wwP5+z4Jp+40w7+4oHFNCgNPDj9D1x17z1kyQJdGgz3MvkMCY8ljscSZ2f0EAfWfYzGnBldKJoF+w7vJF7x3x3fie1/ylh58L0j/PytQ9z4/G5+9OxuJEQtm8uXpok+8d5e4j29YDBSs2MDeU/fT1v3bzl85Ce07xUw83X+t/jo48VMc2RWtC2zeJGUBDM0+8hKEfncsTSU/2ZyMUlVQpLBdFTD5pEKvtA2czS1QJ/vXsdQgZNph3cwec9OdAdcxDsimIdOcEp0I1fyBjfo3+C6Y28iBeN8tR2tamDRzo/RR/ykX51KMq+Tw4M+YjqZY2WCk2Ia9fI3VwO3v7qff36U9uZPH9qCpKgMO7QoMRNaSYeKxIf9AnUqkDtRAh5evOvH7PnlDTy7CGaWO0hWWNikS9IUFBMwqabdp0eOLOIR39l0q2IS2CJisVU2/4l/Dgxzq8vD0Uo/n80eYfXeJI4g2MNpUnGJJ4B/6zY6f343gz+9FV0iid2SjzEVtlas4rwRbYwDpXnsLS9gd9ko2yve5Tzvcj4rL6LQvYhlwXMx2X5BGWnPRuPeyokNQlDuTa8DAIOicHrUjz9hxDY0j/I9pzDpuFjIA1kyv6mIskgns/1Xj1P/+tOAiiXn6yuEttdm6g+UztEhaeLIkpGcTx0YvdWYcqJoTQL5uefiW3jwolN59JTlrKg6HXe8meAEItxK86XUO5aj0TdwcEMfHfvVcWNl1Ya3aWrzMjbYzyd//v34bwxF5Vzz6gn++Me/YEhlWihf8W6/+anM5e7z+d08G8Zg2sgq61vP5G4TRRPKtTtCESypmh1eu5O64hJ26lMaHEp6Edvn6OU3izt5+ZTDvDr1NxjkKHOP3UAyVE2/qZgXSy7FZ0svzLN6V7GwME1WrR4Um2Ng7Vp6pxeRlGBjcxZ6/Xw+H65hc/4UVFlGDgWQwwGev+8env/94xnPld8sMrSK+8VcTZiz+GqL5RYzaJnKid70BjPcUUTXdoF6lS1eSeTHR+B728BRRtIfY+zZFiLH3Iw918LBFACnU8QmFI8IvsN2b4iCe38NwBvnXMxPWvt4dvbJ1WUv2+Im3NyEKptAkgnk3MA3smG2Jcma1UOoRrE+nbr95HTlyOdi09RbkmRd2cWGe+v4tvlZkrIWYyyBa/ciALQGP4FS8W6M8QQzT4fJPWHqd4jx+akpjlPv42b1YS5U/82k+WuZfdUh3j/tYgYMeSddt8tYTNHwCUazzJhmhcnSrsX4+cWEDw+BwYrGbsc2V2RJJWUZX23aSFs3WMuAc+n45+71OVzu/invSsu54qqreWlHD/e/lw4vKCoMeCPoNTLLG9L38qV8/MT29NNPUzAinIFRfTbTFrzOQ56zccXMmDUx1jh383D3/ePHx5J6XopeR8xQfNK5BigiSJroWjssrteVW0RCo0Wjqkzp7xgXtQN4esnZJL5SPsOPlQQaNJKKsVDME03Qh87nQutOI51HjhxBr9fz0EUP8QuzKMIY0YWIymIt7JAz9bTsQR2KVsPRwkNIWhVDKmPHMxQi5ImhojCU1UmNawYGxYQ1UIUz3kCDo5Gt+QLtP+WUU/j7wb9z6qunEk+hqXdPQAOv5RV+wNNoC7w485zIBnENn1s8x/HSAK2FmXyjkmA+BZECpnRPYd7CSWQXWbAmRT92jbbzQPsjvLWsn7eW9fP5zFEeW/sbXr73p9TXpYu2+hjgs88+wx3IRP3/W/ufMlZe3tU7/v/8VLqZNd/EqZPSMHpo337MK36O+ZS72LRtGXs2nYa6/a8M9b5DaESgJCVmMThPLWoj35gOgxQYAyhATZaLxnzBb/DGjSQUCVWFtxML6VeFBbzlUA2bXVXcXfpdAJr9xzj/0JtoR4bQKApFRzvRDITpSjrpspopTqRTXnMNPjQnBO9A3+/nxg/+RWPrARSNhndXX0bQZEE2NKM4clF0evq7uxj0Rog3pq1XgzcAksSBg8NcNJrHHZ1PUxU6wSWtHwhde+CIXUuWTtzvlyQxu8bPa7/4AQNtx0BV2fvGC1w6I59EhRVTMsJSj8ikeXd4Mm5Jw2vaqUSWGLE6R+lRRTgpMCyY9vJn9wFwlU/04Zt7l3P1pwrZ111LXnV64wAoHfMSefV1pGOHWHqsl3LJQKxNICKVRWltiBM5NgacVpo7xLP+IVjG20MertaGea3pIubad9FMOhMqPE9BSklBd1PJ7QVh/hxycUf/en7ffhsDoRZq/a8DkJQkRnP0VIUO89Ftv2bvQRGOkvMTGPVfX8Oif5IH7epemq89ypRrjpIzXXgfihoBKUn5jjszjje48ml4rwf7xgEu6I1hH1vG/joPMYeBpQUXi3GmlVDMntR5KhnNFuM3x5Ne+CJ67bgfPCCXsXDrfRQPCeQpYABZhd4JhZmtsQTnP/cI+b/6AVkxzzhRUAIu2tbLlL70ouEIRsgNiPEXzzqNY96r8OqEMVPrnsR1Ox4UQjsTWlwbZSR7P1utASx1D+DIfxPF7qRSSYcbmoYXsOJnX/ANpZGKIYVztqVJmyO+Aa75kYaOohi5ISPOQJikSWzU2tB/JkhPWXU6hb/8JcX5YuwpxpOzCxKWk3VZVI0RNSET0SW5pu02rvzwStRUKC+0J50WH+93caBH6Hhcl30lMjKhxE40qBwMhNk1ZwEbn32Jv5x2HgDvZeVwzs2ncdt1Gn56jYYRG5hiSX7+9z9TMTBBl0R7KlIEEkktMZ1IA599WFxn2+TpPHpxGs0BkMzwqOFMHpTuIyKJZ6zrT6LvSxtHkdRmpkyNEZBe44KtYRb1pTR9JHAYvSxgMxfwKhJQ3x2iJDzC3Hn/pmHhe5w1/bHxcwVVAw6v2KSCeQIB0coD6NbfMH6MLKcdpm5FILqOgiKSqswrWxP4J13FcP8sQkMGctxxtgfzGDraxz82phGHSUXpd3PdkipKHOLZfD4f27ZtywivAiiKQsWxdLHIkMZM4bC49lnlx5EkWOHewdQTIlmgZqQPqxpGF+nPOA+mbNqmPwKKPM4fzQ75yZsQYs9X4mgVhYsmFBoEGPkK50dFwoN4DgdirKqSRMyRhzQhVXyi8XX6qQuxx8XaG0ZCG6iiOz/NsdQlddR6ahjJN/BFzas0nZ3N2T+dhT0vPb5j1gAmnY+EJs1RM46UMNe1mn5LP++Vv8e/Iv/iT3v+xFAoPaZHtFpey0obaQ783D30D9pLtjBnSiZp2WONoVVVzIqCVlX5lg9+vuC+8b/v27ePJ598EilVhdkt+2lVejPOsW2Ki9f5gjynRN7sPFRUenszj/m/af9TxkquNb0wnl+Ri5YoFbVZHHMd48DIAT7u+pjQ3sNo7KVoDAVkDc2h+bCPhvYg2QdVVEXGpIlxIG8yP6q/g2sbb6fDluY1fD8xjTafGGDzNO3o5QQgMRo180TPAhZ2r+fNwFzCSS3+hJH9TbNprRBkz0m93XzYn2bhx2UtU5Ot7DN+m/mFfVj0afSjQHJR3t2Fbvco56//GMliYdX2j8lxDRMyWWmrbCKZOE4op5BwcTXxYICuviGUPGFsXTC0lilumI+W+WgBiRs7+9i442oeDZ2O7BXXum2miaymeYBEa858PKliXs5IB9l6MQHCPi8jgx1g0vL3Qz8HQFElnq2KckFZLZ6iAuZO2s+kmt5xY8XgHea0hzcQnQCRX0AF/j6BXNnOOIP9qXhzJEUGnujZGxJJSjevJ7hFeAf5M2cwO+c0FhddSJkl3YczWmcjxey4FbHpGdUw55NOQweI1anEq8VqVKieYJo/wsIR8WwlsQE0/Akplb10d/2leOw6jIc20+s/iqxLYs6NUHmqWLSdo3H61hegJNMb9QpHnClVATQ6FYutCFlOIw+uyg+R1EwOu/vFdPqkYzTKU9FakqEprHSeR5FZIHBS1+fU7roLy7d7eWnuq/itduRkkoKRPowT9G/2NF/N9tl3cmz7EIZUCQXOX8NvLxb3UOiC+y6ysqFcGHtduXZ2VhdzqCQPr62S/9Rqhj1YowkSsp7RnClIqowrlb1Q6pqOLmnFFk0r7RaEBPLVlrsbufwFZG2QZM52Ku3PoMpRVFTkhEugCko+F720i6s3KlSmkuhUwKAtYtnIaSwcm0VXXS9lIYXDJcPsz96PHPLjKEoTnn3mOKEyE7o5VSh5ZpyXXsLUPwuRQFVnIM8fYU1LFysKLkV15KN+TVxcSREZ+3MjxKUkR11H2T+yn20D23AdEshT0nuC0OaHaTUKpG5uyVya9PXIipe6oDAcLz/QwS/CgrwOMBoNo7duoydfoqNIoqVCjJV5h/fz1AO3szxVumBabAWFP9PjeNiIipZsdz8lY2EUCd68dhkfL1hKwJTW0TmoqeWZoosynmFGRxQlnj4m7BLrnzQzCqhojB7K9T5MkvCoHYY0QiApKkXDUR4/ej/f632Jy/s/pnZ/Ok36orFPmVwpNrQB0/Tx77XxTpIuN67XjuM6ngo3JBIkk1FMNjvTVgnp9oSq4cnXO3GVLqUz186iRDffOfAWObfeQOUBgSBNK3Nw49JK9Cm9mW/MSYuwjaTCelIqS7LQrKFRI95DvCyTT7Isu43TKyIMG8X9j5DNwvYWrtryIfM7WijTHTmJR5NovpSpi5Zj80zOyK5pnKCTpPN5ALFJzutIq+h2Zac5iPtK6nl36iL6EJ6BE9HHijmLaFEF2vw0otPXl0Y0rU4D06pEOPbTind5rfktwno/uoSJpZ1ncXbP6RRKTZjtk1jRfTaH33Rz79/34KlLGxlyTZiIIYE7bxdRcydfWl3WoxWgqpQm/ezo38zXtV6liDfGHmJvUGQIJlQ9Cw93IpPJeTvNPZsdXb1s7T7By8cdzJK+xaIZiygtFX3wzjvv0N/fjzkp1vqB3Mykli/bkSo/t478ir+N/Y3OrP/7ekAT2/+MsRKOJRlLVXD8RomDM4f6mFHyF25Xr+Sidy/iig+u4LYNt7E3nB501r5FOH3C80j2iI2+2OTnLxWX83L+Yj4oOIt/rvohnYVBjs3vp+GomT0uMSEkCZx6Abm/1DWdYEiLWYkQGogwFBYvrr8wPflyOtLeREg24jVnc6/+OWxSmFMcx3BqxQYaSIhFdIvh+9zrfQ5nqdjsZK2Omm6hAPjJsvP4YOkZDOoMqDo9cjTE8aEOkCXyR/u5ZfsToCvj15i4MEXA/X38euZE/8JhtRLJmzaMHp48jccrructy1zaFTGxzis7zNXVu1m9qplcQxDf4CGy4x6WeQQf4v1IIe0FUa7LKaaqSmieWBJx+tVckqqEkTju4V4isfTG+svOjUiXBFHOKcc4aRLhL4tqlc8DgwnNVzyoic0yr5Ea+3RKjLUszD+XrFQq9LTWEVaOfo4UFsZGJScLKBkiSebsczN3t5ufH3uWaS2ZWhczs4XHtTPZTJ9HGEKBrP04mk8w9drj1F/YiS1LbNT1XQGmusc4+I8GRlrEZj3FlA7hRKND2FxpOHy07nWG6/+NFBdjaygu0SXtRbamN89sZN7r/w7FVAIQXPcLPEffICdgIfzqdtx2sQgWjPRjUGxMi+rJDohxN2oKE7SW4HSLuLdp3jJKfvwLjpZJjNpAp4B7+Bqm/+RuNE2TxuXUT+TYkBfN5LOaBvZUFPBew1R+O/9S3j73HFTSi8Jo7jQUjYG4HGXMJCyLQr8IWShyGkqe5BYGuducmQbc7jzOp3XPAwrZbuFJee1VqP16pg4mx6UADk+exKGZS8mKixCOotWzfsUCDuYfoc3exv7yAbZk69i5KJuXzujn/QUDvNJ8lKfyPuev+0VBuAHPCaIaMf91piRyIom6/Un218U5nNvOmGEMU9dR9CPifas6A9GcInT2GrJi4rpXfnglN3xyA+dYvs1u36uE1t+HN9qNLyWE5njsURalxBrdnscp16WXT4MSQFLCSOGDyFKag9RWnN5cdArMDwWRk0kqH/oVUhRsnTHqezpZNJKq0+SE1UO/JmQ0ctNPH2AsVTzx3cVCG2WRew9rd1/PQ21rqRgRG/nw/otIhvKJ+fQgqVhSxG9rYQtZTplJtm5A5fTKdRiiSSzBBIXDoq9qwie4RnbQuKuS2Ukj6rybAJBMTmrWiDIOg+7MpAD/E08S2jXE2BERetN7BCpnzS9k0rKV5JalvfP3W3ZxpCSXvuQQ80f24jfoWNXzGaXaMP++airuF3/L9Sf+yRVT7JSbIhAX6+DIyAio6rhse6z7KOWJ9CZ33iHh+Dzc8huGcxs4FDuN7ZplRNGzXRbhKXM8ii5mwyQH2FQ7sagqeIuWYMs1Ep+QRQhQO9yHLRwkKxxkXoqvYvXVMO+Ijsndos+6ctNKxNtqJ9Fnz2V/slJ8Yc5M8Q6H0+HjkZERotE0QrugKB0STSJQZKNxMjPjCSTSa4Rem8P6KSY+mmnhoVKFzY1GtjYYebG6lhfnrcKi8XNT1p2cV/4bABI+iYtCCd7qG+T+IFzacOn4uWYVzOL6ydej6bqHgXgTW/zfYihWzduuXzLW82sOH10ihDIBnfVCpuu96ICdyQWsdd3HoUPT6W/1UF2d5p4BWONizzuRL55Xo2iQFRmH7OCrbW/u3pR+y/9z7X8mdbnHFUJVwW7S8d2+JBI55IR+SEK9lfJYIV5NAK82wLEciWmpEJzJ3YhqlJEkhWOBGkBFr3Oyx5SPIovOD2aVsLPJz5+fCGOJdLOvIp/UvkK2IchQJAtlgs2nU+K8OjwTmTijTjGol7rWYenrBSQW5nbxW9v1qPEC6jVpS9sgJYipGj4NNHOuQ4RartO8wyZmY5Qi7DCXUDCahjIPN8zgcMMM6tsPMe3wTrypQlhlfZ180N9I3NFH2NGGU7bhxsIWVcIpRznDupnJtaX8wV1LnzOfHrOMVqdDSqockquZhfD8ZQmaTzxOczX0D3eRrTsVLQp9MTN3ThITqShLEMHicT3h3jq0aoJ2tZh6qY8/6h7DLmWqbE5v8eGv6MLn85KfqsM0YMlhbcEkVvWIZ3ZZjBjqarDsSxuVvsl5WAYtBLeJxbE5ZymHXVvwxIZpDByncftx9vtnszT8Ga5KG9n1KeGvDpWpHj+2gDAosoL/WS0xoRjx71WQaowoZi/FX+FJauIGTB4FdYsWtU4iMpZG8ZKqQJt0chKfPTPu7K78iLirGldWJ78dNKKUPMbPqr7Pkg8ytS4ATihjXP/zXzBqc2IJBXnqrS00RGawDagcy0KfdSmdHKKq72VcVhPJ6G6cTjuFMWGkKdFyPP9shxwYtkOuDwpCbuavnIOP76J5/PcoqaH60egQxiyJiGrl5eIzmGp1E9FAZ7GJ6n6x4AwViGyfrRVvo8oKlqiDrGg2XschHDEbgZTAmjPmxBS3ENaJjaXaW0OHrR0kcJsGkVSJvJG9jOZNw2OvJZmQ2T55Hn0lJSTN7STj9eMzaHPBZuq8dRlk3kNVY0C6rhTprufNtjdZGl/Kk0eexGawURoqZe2cAupbh+jNM9GS3UJcE6c9q40LDxXQbw6QTSEJmxNsThzAsoE8Pin9hJhGGPGKpHL3vPX8cR8EUqh7jk8lsfUAS3bCGz/QMKpvJ9b+TeyWpSw3DbDfdRy/lE3EJEppRMzzQNLx2fQeFrb6mdQhDJ7CTz9hVtN0jCnxL4Anfn3X+P97cyWe0GShix6jL7+JK3/5MFcdfZH3pgpj5Y6uf1Dr7aTM9Xu25d5P+2gtrmOnkWNuBv6NOS+KJqWJYnR2U1V5EcngUyTal7HcdZyqHvFuEynp9OTK+/ngrRlEEnGWrChDWv5rWHwryFry/THgCUa8SZIFEprUOzGEPiHAQgKSWHPkuPg3atRjttm56nd/4c3f/JLOvZlk753VRahIqLLEuf1v8upDmxnr6UQDXFsdhT9NQ6s14Cj5LsOJBNbW/aiyjCboI+b2stnnhFSSWeFYkH1fXMDf1KvEs+qzaKqYxR87koRTGks292S0cSvb833QFiGfSurpopUKNLZGciQJY1GY8AT/JSdo5LId6xAC9eAzmvnbssxSF16Thb2ltQzZhfFfZdLTqRSCBszGKImIjFZJGy0ekxVz3Ic+ITM2NkZOQQ5Hxo5wSvkpTM+bzjc+SNcY67PNZkzfBSqczVreZRWWuJfRsn7CBvHwn01Lo2kLPXu5Pfl3kMAc245OjhFX9NydQqrPGunlrPl3893p3+XvB//OKXmrOPjXIKFk2mF9zfWH8f8nlFJ0tquRJAOSnEWJXqzDG6OXjQstvPmHPdTNySd3dD4hYz+qlOCqSxezb8c+ACr9lcwYnUFSSvJF4ReQzkEZb3E5jl7R49a5T/7jf2j/M8jKCbeYhHU55nG5Y4Nq5ObBS3mi4xf8sesOZFUiLqVV9LSSTG90De+M3c1gWAyA9vhlmIZ/ARPg9nNbFmILg0ZVqR72sMFTQhx4rylIRJ+2gGOS+L8cjaNIMq4UMXLuiTRxrt42ypuGe/iB/n2sciYPolfN53bDLbyYSKukLmYXs9VDnFuzgZnN+0567uM1U3j17G+xv0EskqUpGFPnGaW16w22dzzH2+EPyJcO8YP5j3LK/Jcp0P+Bbw38C0fQT1KrJVksnr1LLTzp/ADFqoubTrwCwIcp5vvMCcJA3QOVaCSJC0K72SSJCbVQIwh0vdh525/WPbEODTL83fNYNCC8lp6sfI7PrmX75Gm0lVZwYmo5sxrWIZen+Tc3P3ch7qUS1tPKGSwKM+vXV3LZ9x/CVJImTk87vAtvp42e9SUEh40c/awRuy2GLZDpFUZ1EusX5bA7Pyfje82InYe2voh1JFNS/8uWd/RK9tavwTRTpOm5jjnwdFgZiks8PmLgYEggWGpqw3OW/Yi4lEqZtnewKaDDZ7+YsHkRv+r4M/2nJlATmSqk/8x1MWoTiE3QbOHmM2ezrUwgK/UDESTZiMdSRlKWyM0Taamu/k9JuoSBGc9rQB4OUxTLYyhVTXdN13Y+ePAx3EcOE9emQ1S26An0ahwVmRkUkCcLw/LlJRIHKySGHdm4nE10mzdwuHAzqBILu84nYhpAMQzS2n8l2f5GTu1dhS6excwhUQ260jWFU47eyOV7fwFASO/DEBkj19WCpMQJZOXQWTmN7spKYjoN3XozI6YRDP4RLnr5FQbNg2zL38Yx23/PEpgRTXM17m67my59FydSmhO58XJ+d/VkHjtDIa4R6ENUG+PF1b1smNLN/pz9HHEcYUv+Fvw6PwbFwAL9fH6/7Pfcz1Xj5335jCzuvkr4c8VjqY06AY2dYm1IoqIPbmDL6HGCCshJF+aA8PglJYwxuImE3MOOM2PYK0X/Vm7ZxCk7hS7T1/mWBnsqg9H3Dotcm3i99VbOOG8hRVqVa8c+Y87CK3m5aypPt8/haNu7KIkRVDXBwfVvA6Ao8xk+cIE4l7OHGac2MG/SLG5zvDZuqABoVQVFlek1n00kGMds1zN5abGAjLMKwJKD/UtRS0Xhj0cX453xAgBG+QDt8gn6NYK392WopiMwSCwZw+fzcfr378BgyVQoVmR5vASAHPQy0pFWu/Z37GPYm8Tr9rPs+C/J3/8EUjKBHI+hd48gAXIshvXoHvQpocPt6ozx38d1PqxZFsKpLVVK6tBHnSS16Tn2BmfwEufyb84lGAqhKAq+lNN0xulnYgkWYfRMI6a1jkeGPKZ0KHu8SRLba6bQlSuQ6J/VFDOUN4kx7MR8WRmGCkCfI5dRi5jH/UPD/GbHb7jywys57fXT+PbabwtRzlTLiZUTUi3IJGnmKNmI+zt37yacUQ+WRAgpJXv/VMsveGP/DzOutSRHvCNJyVz3so3Z3DHnDjStOYQmIOsTW4VhF4W6I8iaXCQ5C70UYGvgSnpjU8iWBJKioqCi0rpzGCmhxxKoxOKv4eg7/dR6a9EoGppdzcjI6FQds0ZnoflKSYeSYAn6lGzEweyDX3svX9f+Z5CVXneYmVEN8xJJJtpgZ3qErkRhPJf3jz520u9aIzfSE/WAugGQkbQFlPkW40lqSWgBVWXx3r3jx9vDUXaWV3Nz6UXEk/uYPGURC/d8DsB7BadzwaCorHo4r4mkRosuHoMtSUAiyxghxyAWjDP07558L2opMUnPnYkbSISSXGVLpwlbYgnqClpZHNiCGlEJD0jsaV6Y8XtJSVI60JX5HSqmgU6m00kwR4N1JsTRkl/SxqSBTrbUTkVTpOG3lfcQHymF1M+fddi4xpNJbHwzMZehKX1ckRUl2LIGj2YXDscQrpY8sIDBocEdP/ql9AuKKnFr7Afs1DUyWbmNWrkf13ELiX1pspdxisRrM87jtVXp69Ts/S51xR3094iNu6jTx2UffoNvNn6T3PJcHKFeNpk2cXyxSv6regxK5uQbfqWKRf5WigpTsG2ZCWdXApsc5yVvNmUaiV7ZQl08gEFO8NlQDYXm81FWWQiPvQMTVKENfpmynX9mcMrTBPL34r/4EE2vX0ZbeBvmvAhWrUp3VE+eNsrMCffwwN5n6AhL/KBA4o9DRvy28wjZhUKuPryXbwS2YVxQx1MftSCXzOEHDRG6CyeeAVypQpjZnhHO/OQhDs66F0mTy77KEuabm8G/mdEsMyeys8j1qPwt0c4dcQ1zBy5hQLMJ2M300TZ4/i90Z5mguhhtMpmhxCxrcpkW1jLmiBOWIuwrj7G3WsOl6y9Fa/Ty4bQ3AJjefwo1rul0OIfYqzSRSNo5q/xnGA+NIqFBkzDhbMuhaHQOGlWLOZby3OUEVu8OdIkQ+lg/g7kuds4XqNJx+3FasoXn9i1XIxpVJSuk4jfHGTFnxs6/2hqPLWXvVOEEBFOIzog0jKyRMCfNeA0Bhk3iHNmRbFzGtJrqRGXQgC7A6r7VLFSiLPbk0vPrZ7ivROUXV2rZWpbe3LMmJIPlj0qQptB8bavVjGHSJjie0LIikERrFqiePRRgzTYxr/dNmc6MQ/syfnemzscnYdjFIa4e2cD0/LnIVd9gTxXALI5sXM9YTBgBSVVFDW9Ca5oLahgkMzpTA/GUlog5tx23ZxOlZVdjlP9+0j26EuW8/5QIreSVZaHRZG4qkixjstkJ+wQPw+XMx6LmopVGGdK/CwgulBwJoUoyen0JL7z7Aj37etBqtdSWV9B3RDgtsqKipAyVrHAUv8mQca0TRw7yaacY/422YbqCJ4u1mE0qftVITVU5R06MsZc04pHUhtnblnYKzcFyJGSC1m5O43MqOYGCzObCa0kORvB6vfz73/8mmUyi1WqZPWcWgTc+4Qh1rGtYyqnHPsGYiNOZe3IW0VfbQx0DuCc1M2XLOQwnhFHSmleC12ylcaCbA6W1TDvRRrHXxWedPfw79Pm4aq4/7udL0owz6mRRryDoT+cwehIsYhfvsgovdr5/8HWuD77IZk7n7yUXc/ZoOuU/nj8F3fAhmjTv0qJbjJSckE0aC4FeOC89LenMHo1BQzKaJClDfb3M/NFniKlGXhv7HQoyMdVKX6yZPlczkEC1BHDZ9mEIFGH1p3WU4noP3nAH08LTcEad44YIgCPu4LzO87B27sOnjTIwzYE+nHYUw9qvz7L8uvY/g6yMHvewMqwne6T9/3ww0BkVi0eFXiYREoNc0uQjSTrOarmA+ccjGIPHOWfbO+SNjo4v8LIKFx3biWpfgafwPnbMWMrh6um8l7+GQWMhemccSVYYqqoEwO5zjccArbbEyTcy8RnIZopmgDlKK0H/1Iy/mSJClfI7lj/wHcfDnLLvQ6a1bOeMHW+PHzOpdT/mSDr04s7OTEn0dmcxGMrjdv7Mr2x3khMVAzfLESfH5Kaw/CAHG7PYOttBWbOO7TMdDBgFkhKW9ewM5zG/MEptLB9NJBv740YK/1bB5C/6MYVCKBoN23U13FyQy/3Z2cyM/5WdqtiYboz/iLtd1zB88CuZGRVmvtpuabgTT0H6uPqQjXAizFOHnuLl0Mvcv+N+/rD7D3zq28BIVTORwi9j5CpGTRyvDkauVslxCSNmONfARrWJoaqfs79SLAx+t5nnOmbyRNtcDnsL8MZcfDbwL1r70+OnY38pOT8zoklYCdtToRZdmCm5C5hxoQd9VoL8vxkojjvYF9IwHBfnTioyJyJREpKeP/oXEbSeSsiRJkf6cr9L0H46Y9m1PFk2wK/yjtFdmI6Da+NuskYfRxM7gZwYwT7yOD5DFFUJIUkaJE0e3ra3KEsVWezId7KjPpuZri/4h/oUuTovA7pMEmIwhQDmBMIsaE1nJWgNuSQ1EVRVZVQ/gCpBQdiO11rBq9NERVRZkZnWL5RQN0YMzDh8gEptHPvIflQ5iYSEJiFjkOPIqYVXq+rQJcWilcjqIqbT0VbZRiRV60RBod2W7utOczkDBfP40VuQE8rcyL6uxdQ4K7wXZHyXFbdRnCM8a3vcjiIraBUtK44XUeD++hi5X+8nJsfwhUK0H/8t7m/GqTAo2AOZx5/q8BL5eQCtXUOR6/8cb7/Q3MXDvjHuMhYy32UfT13/soUNBn7y7VvZ3Jw2UM35UTR1SWrjYqNp0+lAL/g0ybiCqqh07d+TcR4l0UkiIkKoGl0Rk5bYWXBuPTpJoJkHDt5EcNuvqew9eVMYiKVDkc6ik+s0ASz7ZlqjaWi0i4HCRYQTWoZShFJTbytyMoGnvglJo6VnnzCUjAkvCxAok05KcoonRGEoxuRhL9UjnvFzGlNe97G2dDbaUV8+kZQGS7NzkERFFeHyeqouu4XrHv4rdTMXnXyjkkog6MdoNJIztABzqISx3B1IehczOUQRI5QwhGVQCKatW7eO48cF18tutyP7B5ile46kIUhftpY3ZyyjNXsKR4oys2PuqDwZfe6KxCAuMZzqE0mCXZVN7Kps4oUFawiYjIKwBLT29BDMvY+EThBU87Mm4c+5EVSYNTYfQyJOPiOcykZOm/kEP5hzB8t1AomLBTXoSLCcd/n2BL2rmxvv5LHyK8Y/Vxp2IKnpvebENjE+EokkT1uifDDLjArknF0GQNSkYc0ti3Fo+8nXdXBm9gNfq+gfy+1BURXClj5iejf2Ij1zzqzEUpo2jMqDmZWqrVZRnDVQOY0VxjOoi1bjSCVX9Fh6MmoZ/Z/a/wyyEh6JAgbM+hj8H4y1PcEEJ+IqZXoZoyxhUocIALIuPTBXHAyz4mAuhngNmxY8RFZwC1bvfmq6exk7YqUsMsCo3klcp0drKqRTrSJHClJ7VhdqQuL9ERHGsPnTDPwNxtkUJRU6cu1c5z5ZXC0aqWd1oBifcQOK5jQOeD+hKasNnaxgiCnISRWbP44xotAweRff6tuFNjtK0eYu9mXNZt6eL8id5CJe4eeZiIzPUcuVHwbRpAyY0LCJ7f2NjNQJeLevQBgrPiyogBKT2bK9jqyyIAXTxwhYtXxr6j1c3/UOx5IVFCb78fuzOXRwJQWdJyg5MQAnoA4YGy6lu7ISRTebDeY+ZhmT5IeH8biF0VHf0cMV+z8BJCRZRVUhb4qfPkP+Sf3QaS7lL81XcKMjTvy515kTKeIpBGTckeiAYZHa54w5sesldHYNeVYXq6UuCjRB3ulvYqrbjUaBkKSlZ9BJT3sWS9Xf8IguxudVOYSGTcQULbk1PpzNY7RvW0tMUcjOSU+erG4VlARu+1skJ2RS9Mx9kJhN8Gcck37FKe4dPJv/Do8OG5liSnIkUciIfRU6eQE+q5OvtrgpHWraXz8dl6Ns/LMtGEE/9n0kwJhSRg4Y4FhZFrrkIBq5GllbiH50A/m+ELKioKQyUaLaJJ9NOwG8gG3oWxMvScggFv99OY2YjGFAvPu8kcME8nI5bBrALwsS7RyvA0/uXmIpr+eM3Q5MCSuKEufCo+9zTucWrm95j53LlhHRiGyCyo4++ioC5I5+yljOarKCvZgSJuKaGO2FGtxzavmo4n2yo9ksHVyKSz+asVBtqFjH2OmLyJYXkR91M2Y+gl7VEZNO1hsC8JkGKRhwUCFV0m3rAoRnGoy6UdCNoy1FoSKuWH4LZ/zieoJGyPNAy6O3Env2Hf66uBe/KUlAGyASsTKS+ynkQniBwqKO6XyAQAUW6WNUNMi4HDr0hWEK3WnP8aZYHc9ou4jKcYyqQo5Bh11RuXbHAN1lJpI9C+hVj1FhyqwS/sby04jrdLx3ySouq16HPhlHZ0mi1JxN3ahIvT9oNJJccjvbXm9j37oemhYV4xoQPLczyrrZP+qgL2xHiQty5pyz57LoXPE+qhvP5uChmxkbW495T1r2/kRNCaXt4hzvFTv4Mtpmy/kaYgFQtXAB29f/nHlHstn8siizUWCdzFhZSncnHCRsjOPJCZLrTqfVruYLKujg6qpBFCRybroTvWkOb7/xBks2bmR2xwBhvRZdUmFfxdeLyAEcNU4mbM6htLSUNWtECFb9L2T86ZPn0N4loUhxFE2E78wyYGh+G54VhQ3NX7M5eN0ueGQSdi0YGj5Gla/HGDUy92g2CcJM6o1RKmupXVXKvPJ8HukeIv6Ve6gYE+RyGz6qmsv4qzkdPvp5+984vW8Lz3AJJZ5RLtv9BS9P+yaWsV8zkP1j1KiKwfoQ9uhu9ES5itcxE2VAn4feVsikq//MF3//F24cuLHhxEeJScgUbDZdw3tFa4goKpNrb2RV2xNMt7ydcW/u7es4Onkavzx2gtZa8Z4XHI1gLRH/NweTxJNpSm9cFc5CMktLLJLEFFdRpST+WBqd9GYfJLsiyJSVM/lg99GT+lROGlA0UVQl1U+yTMxqpTxUylGGUVGJyTGuyLuCu7n7P77PjHP+Xx31/wNNExGDJV8Rg2Tr6Hu82/M4n/Q9y/u9TzIc7qHTf5DX+x6nNy4ib5FUeWqjRngVGl3lSec9WFFBe0kObvsCDk+eTMTowOPO5bGt93NH59MA+GIqqk4mKyuC3pzAa3XSUis8m0A8PYEPG+r5VvwnjBQ00FcoBsTLgZ+M/90daUKjGnGGTwNgffg+fqi/hEQKPnX44sw44GPy8QBl/hA5hhBHG7KYbGrhlC0fYokEMRSGqSoPUeiIE5OGGKyZQqg8LcbT/Gn3eNHEYw4Rh4xJBoJY8XZmEei3MLA9n0M7F7B1xwUcME7m5qa7yS85RshYQOvxBYDEUFU6fQ9ASXFDpiS0rOxbyalyNvX2NopkHxIq3+pIEyQjawxwRZzwnB+PC1Ld0fF3ZFcE/VEB3b+bvwJHqUBdcoci5JvSRo1G0bCqbxVLBkW5gElTNrCsqoNCbRBJgqX5nRSkJLk/6q6n+7NSVEWmzZ/yfIISgQFx7tJT+7AURChc2oajxk/hrDRMWuMWG8zwvLcynrXH1MPTo3peHTUjRe1cOraG51ofwK9IbA1q6bFeSth2xkmGitn7Bl9tAwVTiBqEYauNtlLbLjQwsoJazt5USPmgGD+vLgsSVQUiImsKcHi8aFQVayQdAhvMEWEvSZWJOzTsnHMDrtpFbDx1FluLhRd91F6N5/ofUDnqRZtMUt/TzdGcj9hSuIWjuWITq/I00e0QG/WPpv2Aq9YNM/XA4yzY9StW96QJxHM2bECVxG5XNNbBmo8+ZurBt5l68K9M3f84uX6BRm6tGOXDmUGScpIR0whRkgzrMsnXqqRwsGgjX+RvxWUQi6I9nl7wr598PY8sf4QZ+YKnsLb+eTaUfYg9lkbgAroAf897j4PZB+m1iOyjSbFGKuZMw2FppNAN1jnLuWTFdayouJWyYTFmtxVsIxTMRPjWrEoXK5xuV/A7xFI++B3IOS3B6n1Jzvf4CYV3E5XFfLomL8rtBX5+6Q6BKrNz7y/xtC/Hn8gnqziCoTkbyWwmotNjtMZ46cBtvHr4VqymCDprEkkCDTKO3KtZ07sGd6yJtwbb2bu2B0VV2bdnPyPdImyT1JZyTunhjHsuqk3rEWk0RqY2/5W6ursxRoVXHzbItBUprM8u4t6cbF50bsFZbkSWJcqavlLIKtX2DO+htyBEQk7zMLotQiNJk4wiJxMsyvZx66W3jofaLIRoRmxgUWMW+cYg/u5tvPzhh0RMJjYuWUK+P0TFmA9j/L+jzZPWXIZOUVje0kJggwh75ORk8s3O5ePx/+f5hQEc1/lxOB14Gr+BWjYfSmaP39tX2/IJYmxrmy8DYEp3jMmz83j03Cn87P7FXPebxSw7tRKjRqbJkjbsri8Va8p8j1grFrGLLo9ADA2Bjdw69j439b1KKWmBUVM8hlUpYaz8eRbt3cG1Wz/krEMC/ZjKUawpg2pU7+Cn1UXklzZSKot16U9cx0EaqNEJroerv4wZFrFGPG0SaKpWEn0aS2kpVYSe4b6tn9EaTa8V0SIjfTqVsF7sLZ7BEO8uuJqgJLHeLpTDu7MO0lasS/WnF1XN5OJ0dnXw+9+nxClVsAXqaKxuxhQoxe4WYyQYSnOGtpp7OIpwiJJKjBpvJSuKMqvY/7f2P2Os7K4vZtQSwW8q5r1iLSPxUUaN4LAcJ5Bws37wJXaMfkAoKRbQzuxugowwXP8StrIgGuN8QuZ8YvnDmFK94rLKvLwki2dX2nBlaVE1TWyZ/yDb5v2C0S/KuPzQ21ze2UW7pYjo4gKOz51MPyX8kbQBokTSFvhQTAxsbZaFY7VW3rddyGhgPjcH7+fmyE/QxQXEaC3ZQ+7ktzleOEhN4z7CqRtqOpiT8cJCcSPrlMXkTnGhs8SRVQU1KQZ6hUFBEx/i3dkrKalvJ9uWprw39x3ApAYJaq0YFXH8CX8Vno70IhDqMtClz0GRNBjUMFWOI5gNfoLB9KImFxeT+73vsq1xIc8VnUJQFQPbEXMQDzop82k4TX+Mb2V/QlZqEblt8Xd5pPpMOueY2B5oJKAVhuIVA+9RsqsdqTtGbmQEj87Gb0NiciS6e3hj9Z95uK6Man2S/HA+SY2TN6cvYUPjVCIaE6X9aY/JqRPXcpn1dITTRs6usRIiSQ3+bguoElkT4qVGZ4ycRk/GmPJdncB/euZi2hGV+c2gkYNhLZvD8Ha2EIzKT2RTGLWSH5hP1HKy5DrAzAOfo1cnkKonTH770IM4h+4jpBFedYHbQK7XxMxjKcKtSaE/5QbrNEVYYnEUKRXeSXl5A7nieWb3ruHqwWb8lunsK72cRu0q6lKqvt9dZGDlklxml1Sz+lAXWiXBp5MEBK/I4jy+RAEjVnF8pb6arQvmk+tqwRIawpjMRDqKezeyzRwnNyCMg6A1n9yxQxhiPsr7xQLblzVCb1Y6k82nahmyiM813pqM86mSypBZLPyGWDo0cXDsIMvti5miNCKnhLwCugCD5kGK/WWsHF7GoHkQJBgwD5CUk+iTes6eeS66PDOmRT/Esub35P/kfiSNTNbSKrJDYryGtWHez9/Bff1GNvq1xBQwdDyQfkbdhEVaD7HZCpedSPKOzco/7cJY0qsq9UYVxW3k+RN/Zr3+XYYTwklI+FUkGaxNUYp+8XOMiSg39b/HCvdOdKpwmNwpY8h9eD1bDgewJCxMck/igYP3Yi54gdHCjcRHXyOZChGNRJswaxPU5KXDSxVTp2f0pSzrKHeehS4hEkW3z8klKcf5db6F121WkEA5s4sr7puPo+DkcCzAtv5tBMxJNk4bI2o2EiksJ54t5pR2eBCNpDDX0kq1QebsvD3sLXqDvIbjSMAguWxgnniXnZ9gJcBlvMM3TW+hmS3CX7ZwNMPgntgaFi9n5Wlr+FZNLfEPP6L3xpuI9fQgSRLTpgl0clJNOdM5zFnJdVypvE5ol6hDVmndj8fj4V//+het7e1ww6ew+FYsE5CVWjo5Xfcpt8z6PnPnvsTWSz9ijyre5w8ubGLlNVPIr7ChN2YGIIqN6aSK+2tL+KypGNk1AqhM5jg/6nmeB9r+RPfuu7njkAilalCYQhqBsEUCoKqUeDMVXGcgOFw78xdxZ00pFxaI+T9j9tzxY95iNbFUUMQVL6M8KXaFvVlNGee6btJ9jFKATfXyYNufWJIGRggVG/nriRGG7WI/HOsLoHWcz5l584l1CYeg07yL7jJx7pheIMsBfSYCp6TIxDX2uRgCRYxtcWINVKNNWJCTmRWWJzaT243e4+LzvoH/eMxX2/+MsXK43MLf1xRw07xs7m02cd81t/DYlT/hH0tvQp6Q2aNLelHVJJZAH96G13BXfoxt5RZ0lrlkmwY4K1mCWmMkYJTwF6dj+5ubsjGn4nEJrZmdU3/K0e3zGd17jJ75taCXUTQabpf+TLemcvx3ZQkTXm0WJ4zFxGSBphxQDaiyxHCZ2FSb/FPw2Sw0H3kWrdFD6aK/kjv5PdZUf8q07NHxhcxIppiOGtRh2HIcjUaluaGLpUd7qT0gnrVOTqJJjmIyupl89AizN49gDYtFoarvOIsQlaPllCCa/J4D+UjasJKjYXZVCE2ZxtgRTLtlVv5jC/PGPkOW48we+QKlv5/Rxx5n/tHNfNOwlvVqWpU2FHISDjnEB7+dmE7H4amVdF7WSFXjAAZdmMgioQvgjHsxJBLMkFqRgMtaPwLgteqVjDocHCmt5P69z/NEZDXFeWdQrzbSWlDKkD2HIwXV3Kt5kCgGTljtPJtzLgk0KEjcW3EjXyxfwOjMaRycOpthjZN/n5jBoK8AfVaM4iWDfMiZ3MyTHKOBrNLM7BwA/9npsTN7yjPsCGpRkNBLKmfZY3xa9C6BVCZNxWAdLZO+N358vitNEs1xHednr41wofc1LKqfYtdWssaERkjx4GbmHRJest8oOB05XgPJwrmU+hWq+8RG4jIPsrbuWXZXbkNTfwaGFXdRaGscL4nbn0JWKt2ZqZZHI6UE4noGcsLck3ias986ky23LMWyZDmHyyWSmkxI++2aD4nogmglLUa/kZ6KCmLWNMqRlGUOTBXXqO9oY8roAQiNAhKFS+9E33QeAOdtTVI77DipT7eWv4vLIhapKk96gS3x1mUcp1PSm8KOgR28/+grhHbEWNW3isWDi1ndt5o6Xx2D1j4+zU+TDb8MAdWZ6lm6dCmSRsa2ohxTczmmBmFs206tYKYrbXj79H5cSZnXPXpe8+jpjffzk4IwPykIY5lQJmwkLhFSYM8cSMrpyH5SEun+24ZnUYae/rBYWst611F05HMALOooRtffaLh0gNyK4YxnDVg0qJJMC2l0RK/oOaPnDLqlcqR4DE1UbLSSzshovAEVWG7bQ21NPpff8i00g/s5qR1+CwDVUYbBKgxDm5TesDcOb8CWe7Lq75ftiOsIAN2FIWIVU4in5Bj0owPoPSM02EawaOPw2DxW9R7kV2P9GPoFUtFNKW1UMUI2JqLcxlM00k4pg9Qt7MRYbkGrqCxoH6WIMzE4vofGOItA9VSYMoc1N30fRVHY8frr4/cz9PzzPPPMM7S2tjItmWTWh+8T82mwvTOC9vMg3qRgx0cmZAGNq6VmFVLCIIZU0dMm2ticP40BYz49pmLOHzQRSiqYZImZpQ6kCe93Yjs7zwGATpKQJAldKtTvyDKOoyLX952Mop7BemTEteu9PZhjacelUu3hKl5jXdE83qi5kjnXvcLNFQVIqbldNves8WOTaMfHSUDJJTcs5q9Xl1lq4vPsuVwz6SEAFnr2cdq6Tua0ij3nX0WQUGHMKYyeT587QsczKhcfuINcbTuX5vyQSbqdJPIPMpqtxW8Rzu6+ssw5KkkSK1es4KIbTsWUlZ6vs8+oxOKvwhDLYfWa0zN/k4hjGO3HONSD+tKTX9vHX9f+ZzgrQEZq5pdtV9FkVk4rR+p0o/qCguyqhtFqPagV+9K/bXwVo38S32syc8CpwTjZSMVgGjI8XmLmjN2ZHoAne9KXVcD/Y/u1x0R3ybV8n3R8vstYCUBR9m7+seRCitzFWG1VSDf9hdqCLePHmUsFZ2E410B5n/h9t1xDhSJgxqQao2lHgIIvdMgBkBIJYu1icFebFAw+LcZEN6bNWrSKSqnbz1FTDmVHjmKbGmeddQ2RVKrfX9d8k6te+dM4GViKhhl0iNDB4p6dZD8thkr5lmGi3/mM4reDRPV6DLEYIPEN76dcct9zfPIJ9He/x8hwWjRI0WjoqKnm9mvvIKQx8zd+wBL1C4Z1Amkqio4QR8s0uZ1PlDmc6DFTUDfCkDGPi3/113RnSoAGJpeO0mJLa8mPanPYY5vE/Tk3sr+0CY4rZMv9vJJ/EeTDl/VvZ2XlM+rIp6ekmgcTP8aki/CCJAiE9/EQz6sXI6nKSWqX4SR4I3XY85fSk7ACEX6SnyRHn2CBxcuunkMsPBCi69Qzxn+zfNdWzln/KA9dasQo1fGXP7ZjjsFlH77LWZe9wT6DhmfHDGj7u4glRrDo5wC7iWnFGJvaGWd3LlyTO8qWgBUIcbzMRcA8KpRwQg9jVIxMyiri2cB+piY/wGeNo0sYyA5lkgA1kkqzcyl7yt4kknq/jx77G6cueYa9OwR3qihYxEDKgPCkBOCacpoYHhD/l2xZkCqEt3b1aXjtWVR0dWP3+Thnxz8A0FUtRdKb0dgFB6fYBZe21PKywUObvY08dzODRjeYhBOgSxgo9NWyou0y9EkzQb2XPrvgJlljVlaOLeRpaxelwVKmeaawN9kBElgTVnLiDqJSgsJwIQ2eBlrtrSTkTBTM2lpF+54RamflY19TlfE3SSOxYiiL+HsD/PWszHVjR1DLjqCW6aYEVztiZGcvp7T0cnb1vMuvD66jQq9Q4cw08Gq04vOJwUrOWVrMpncGAJWqrg9RV5UBvVg0buhJV2hXSYun+rJ0DJz7J3a/JQigZfTTQyGGVLkCTSiNjIYKSsC0DQlw6COcy+uwLrWhn/kHmHO9+H8yDp8KafTW4ikMxF3YEbIDw0kTrniMnYM7CcaDWHQnE2x37txJrDMGJigOZmbF6FI1b6qtKXc9IdanSbE4k2IC/emkDAWZT1nEZWRmP0rDLeTX6Bl022nPPQu3swEJ0JmWoeUAk2Y3oNXpcY2OUjiYFhsMPP8CnjWnUdV7gsaWFmJAB4LzEho24I0LYyWQlQtBMZe+VMPFWoADPz+2fcBaTxnvsgr64CLPZ7w9fQlxrdhsJ1tNaP+DoQJwQYETSZKYbBVrp9stHAynIwv8//Fn+LNKWODfw2bmUOYZwJoSUEsA10ivM4iTn9X8gB9VFYEhM2X6q3WSuiklTw4AEpbO0Lj210c5i1gztpluYxFxWceuvFoOWOuYGmilwrCXrFAmP6ih2gHHBzO+azZ/RK6umwfccFfHI9x97g/502YFnw/shYW8b7IywyDz8woTJW+eh9zyMcx+h1XXTubdP+/Dnm9m9hmV7F3bg9FVwC8HknwpfyerErqgD+kr6d3/N+3/K5CVxx9/nKqqKoxGI7NmzWLjxo3/bz3/F3WzGSqegsskIDVVCVNYcBg0aQjVULOJPYWlHHCKhStikDlWkZafDphktOf8GUv9e2wzCSPGZa9h53TxGqrVtpOu+9q+T8mJwUzZyI+SEtPQ8G2tkaFIOYdoRicluLHoDs6ru4FLsx9EKfj6FxhLTMGfOBdf4lJeMa5ip1ZAcb4WM9WDoPFI/OWcXNY3S+h6JZIDBvbLs/jW57U0bI8QSAnclY35MMYS6ONJnG0jNPYfHBe0G87OpaV++vg1NYk4lnCEBR1bWNWzbvx7KQzFm92sXbmGj89cjX+eWKRHDtoYOWM1pWPPoU4odlfZIdCgQw2NhAxpqLmPEvoRvJfyyACfxJZSKYmN8XCikpV9/1lnY6KhIqVCIJ875whDBfhj9Vn82FF30u92Ny+ku6wWVZY5optCbIJKJMAYOUR8WQS+oh0XUiEiV+KKuOiPRgCVXINYzCwaGPa9xnrlKIdqhXH3pz/cy13PPMbeGgmJOKd0RLCnYrdZW4CIhkZjEqusok0MIpFkU8Xu1AOBPiZTOajw6xWTMC6+mJoxsfgHJqhj/qb4HygoZEt6evKMfDhfhE6qRmuRkAnoPThThNmIKnOgLIbbloZw/ckIH7Z9zr4GYW07Q4I7ZEikj7lr/l10dXUBYPz+DzDU1RG64QGmmefjUC14aiakWksynYsuYC8JZHuaMDxUVkGzq5n5w6dhGlnOpL4zMCVMmONmKoJlyIqWhpEFVLmmUTs6C1MsC2vcymn9p+Imwjnd5zBndA6GRGaYIipNUND1TOLc7nPHswy+bLnBEj5+KrNq7sRmLC9j+UEVY1yMV20yc4PaF9ayft8a8nIvIi93Je+6YiSR6IhpOGYUv7l8fZJT1fmcny02xls+egX97ZeQM3oQa6gPs8VP0dm3EZVO1uuQgKBRprXKzL7+a3nqzeO4Ec9wDp9QanmHuBpFPzqAqV/Mo1h2AYksJy3aCnr4mrTa938Mh4V8Au5uiPpQJYkHXLvZlFLJnWtJcneJSpOtkLgSZ1v/toxTuFwuhoaGeP/996kZrMEZcbI6vnr879pEDDkhnrfE9J/rNn1UKcbtUWrwcvLzWwpi1Jw5QqSgJON7WzyfWSYzgw8+xMjPf47dl3mNNR99zJSWFr7aVCR8ajEqKu5keg0aGkqRm7OEEa/xtLOHNAqcG/TxI23ayljg+BptFWA4NMw33vsGLx59kQsKnDSkuCsejweAT7xbecxhp93s+Nrfv1b3R0iF/ZwRP5ao2EesiLXh/cR8Tusa5juluSf9tqdHvLvGRrHG7GMyfzCJunOG7WOcuy1AUUTlx/V38PeSC7hk6h/I9ot3tNkh5mmh/hgVo5kGfW1dJq+u4Rojifx0uOrBwQHUD+/El0pff3BGE305BbxjzcM0+BmyGofhFtj1DGVN2XzjnnlccNtMNFoZY6r8SzioxWsTY7VEKqZpQkjr6FdqxP239v9xY+Xll1/mhz/8IXfddRd79+5lyZIlnH766eMv5//VVhIeYJ4q6iL4s3UcrqvnmW/+kK6SGlQ1QFGNOL+z6zRQ4bDpbF6vFhucIZn2mkyRMBVDAq7rN+ZSNv1t/h/k/XWQHPe1/gF/GoZxmUm7q5VWzGzZAjOznTi244DDcZhjB53kJnFsh+3EEDOzZdmSxczSrrSrZYbZHaae7n7/6NHOjqXk3l/VW3Xfuu+pclk70NPwhXOe85znHJB1Ns2y8ZPbZjCQ70bWFe7iz7j1AIuUXcxX9nGz/iSJOX+iy3OYpH2Q60we/oiDT6TMvPJaE6mX8zhNHToQMgmk7EbuUtUF/jhsQYgYm4e7ax0VB77DydSdBFO3UZWs4BsFeXRuzCfUa3j27yx18K76HR6u/ClvN67kp+afsLn1StbsOMY3nnqEnDEjIjZpGqV+Y1IO7C7iitefo6a7hZs3GIvbkcaFSFoKV7oj8tyTB/np7x7G82IGgBM0AeVkLjG7nZjFga/aC0DCb8I/vZ/h/B4CAWNRyEkMMC+tUdNdnE3I/ZbwIP8SjIqV0r39zHzjMEftNxrnZs7nE92NzAz2k58coygxiklP8l+Hzw5blo0Z5YcPTyrdG0uG0CTvfxwfwxRziIVZr/nIp/j1KKfiEn8bsbA5ZFy3DNhMZbx60qiq+HSxE30S98S0Npf7PvMVAOa0NCFYZeJznBONBGuPZ8SvhJSAstuDVYTvlcT4dPJsNDA3ZMKuqEg9HbjK13PBgTCilh3J73UdZ6ujibiQpKDseRDAG7KzuN3gCHR7m/jlkp+jm417FvAX0+PMzo8fsLbisxsbyvSB9ZQG6ljT+gnK/dP4bM83KBPL8Pv9CIJA5fJZuG4dR625jxqziZLkQupLr0awp3lYpfPpml3BA8QRrB6kwgbkqkrGZBERkeKKa5lhjzBT8nFpz6Vc0nsJc8bmEHF3GEJTtih23cE1x7/KzSO5oBv3xaVnRB4/aikpQUrIoJ3L0+XVZywnZozD5p3nzot7v/FpTPNncvv4dIqiRVzYOgO3nl02fdo8yr/2H2Rr71a292V0PPrTba3ndOjcfLybEouGGAAxAKgp5hz/CxdIv6f20hEc+i58hZdyLhux53LSNovegTJ0YRKH6YtbmKUFGYnuxjKSUboWPBmo/xCNnNOevw1SSfAZAZSg6zw2OMxQZFKaVw1wc66CSdB55XSmWmjXrl08+OCD/PnPGURzzcAaQv7M3NPiaeVaNJzr7oHatWedwnF5Li3KmWZ1Am9aryOFjDbrJqi/KOuzIZvhrFQMGKk8m+LGd/fdjD/5JNrmDyc+F77pJj5qSZOLtporiVu8xGz5aLoAZoVYPJPqGh8fZ9++fSh2g5Pnx4OKDIKhhwIwU5Qos5hY5Hbw1X9TnfTAgQc47jvO/Xvvz3r9aLehjRKRI/wlxwNX/G7ivY+rP0aXbbDmh+wdtfKkYoxRXZXJixkOQL5uIDP7tAY2n9ZZ8vPNvHY488x9Ph9HjhgpvjPOCoAnkqkwm92V5GlPET+dO4cf1n2FK/LKqB01HNwDbmOceMzNXHJ1Dj+pyzi5ap5lokN7QaWLdUuXUxTNziB0UQYImEnSkJfDJQVGQUD0ZIbYrAy3sHHjRkxOHZsrLVngMYJBd1TDVzSL6xJLKTZPpbs/Mx/jNWcref87+193Vn73u99x11138alPfYrp06fzwAMPUFFRkTVZ/qd2of42AFft+ZCfJu5lPQb3YVgoYl9ZA5ok8cIVd2L2bMOeG0dNiZwKXM/e8G28INw6cZzbO5KsP254l8vULZSYDY2NEYx8bajExo5GG3GziCmlcjcPUU0nf+KTfF35NV+X7+cKXgUgvuQBOlZ8l2R9K7E9Rnv7Z9wlDPe5WcbnOWG+kV+TkduOp0x88eT3qNv9M8r3f4uXWq5mEykeL30CgOpEGW6/yJtlxoA4lVvC32ctRBMEIiYrD3/qTlrz68gPZMsYt5ZX8eH8JTjj2QTJlQe3sfyQAU2P5BXTW6BgTxoT/aLt7yFNctx0p0HU6y/LDPbRkjw0GZqnT2NXwRoOH7qMhCTTk1PIcXkKJkWBlM64IzufOtnmHz+BWVHAdxLQUUQZKSnx2C6J/btvYvfeW3is+3FmDZ/trJxUnj7rNU3KRZPOLhmebJ3U8Ee+mvVaj1LAO5LMk2MWmuISByPGhumRoUh+jFjfrzjPqTDDZMDKoZCVhAavyjeRlM3M6mjiU28+R33raSw1JjqLjclaNprtaFQ+H8L8aiF2EWaUhll0wkvZeCZtNpiXICkrhD/8ENsL/yI/rDK3/exyzb/kvs9dtT9mzOzDi5ffd/0Yt2BEKi0FBm/gxWnGmCsOTWF+73rsqsDMdH+SgDlAUjb+7YkVcmXTl6jyz+Dy5s8hh5P89S9/Mc6/rAxpz39RcOooi492MVzzNN8nxq0mlcT6H2Bb+kUcqz+Frg8z1dTEmBjGvvzreB55AkHX0HSBuGjFpZ1bUyAlR5i6qARnjhV3Ip/yaCay1M6kJTUJS7QIvzkzrn1WH4PujGCjXZMRJnWDdiS9AGx6ohlfX6ZRJkA83s++jlvo/tRBamYc57zhpdgsDTRGs+dHU04TTwWe5QsffOGsfiYSAuWjoFQYaVn7LpGW+psn3q+sMtYNcftvKB16fuL1pCUzf9o6bmG8ZR2KOVMab7PYETyltPBTqgYySFe9a4RvWh/ndl4AoFmcTvuVr/MbPsMbrEVb/PmJz/7y/S8S6j8w6VzhwZCb6q4ocspwijxqD78pj6H536fN30pLSwsbNmQ2oHNZqTTOl5wvcGV5E7dNOQSVS2HV1ybe13Qrg4k/osvfICpn0ugX3Xkfyc8307r6K+xe8VkeqjEIsjHNTTTdqb6u1BiLibgVVcygnmGHg3cuuZi9hQX0VGQHPX1LLqWr6iL2z/8afo/BybGnm+mJokh1dTUAb731Fj9/+Cnek1cynFbhDjo9+JzGxtvd28rOJfW8Nr8OxznoBCktxZ6BPRN/j8fTekG6Rl/amZQdMptv3EzttGvpmH0P31XuYrvSwNNrdsB53+D0cJgd2jQkVEI4WdtjJKjL0hUyx3UjVRlJqnzt+SO0DoXo6O7hoYceQlUNRKa+vj6rL8/mGVZwyhRPcVM7v5Bri3I4vWoW80b7KAgbBPczzkql3EX88LM0hzPz8EvN3bR9spoZNT1c6/gCPH0zRZpxPoN6DhFsPMl1ANiIQyrBJ0rzMWkKpePNE8cZaj3Ijh07eCnNLxpKKGxRjedQ6Fepjgjk6A7GLRJj4Qyf6I6Sc1ehncv+V52VZDLJgQMHuPDCC7Nev/DCC9m5c+c5v5NIJAgGg1n/nbFbeIL79a9yvnMvFs8o+QnjvWEhO4cfm2XkWT8cW8w9c3P5g/vqrPcrIxo/Oynxg5F7ucP+KJXpXj2jGGiHUGUsIEtORXko9lWWYSA4AqDaznFLBZ2Omp8zuv4wfVOfZbzhPV6atprA8ReZmXye+yY5Ky7dxNR4FaJqoWusgWd1jXuJcshuIAh5bS386p8qqVQBP1l8B79YcCd3bUyyYOgkFU4zcZuRey4bzo4m315xAfZY9CzmffFQJ105JqSUgmKy0F3kpr00Xf4npCaWZ2GxlepLRth4xXpOzMxAd22Di3jlums4OmcOY2IxY3YXTy67mLdmL+eNNRfxg899A3fQz5gjQ+6xxuOcd2Q3Fj1Gju6jNtBG3GIh4XRgx9gsulGwSu9g0mzYtCRThty8YtnLlcc/BEBK9uIe/i1i8uwOnoaz4j37OUyyU0Ijarq0T052AvBqrJjnV2UWKr8q0BrPPM9pNpVrc4zzs2+X2brzCh71uTmJkX76TOzPzGxtwaqqOKxxIlZjgSlLV0MHZuZgcqUQEMh7fxwU0CwC63pkLtzroHYkc4+2zNVI9oyiHunBPP0qrglmCHZVcSMaDDhbGDMFKFBy+E7X7Vh1JxoSuqgwmO5s6nP0o4jGM1/cczk3DRVTFayhKFrEiNVAWqyKE7OW2RQjjm681i18PvEgn+ZpFs6sJHI6083aadqLw6oxhM6784pwXngBIxdV0XdkG0VSiFfM+0mh8swmIwUT0i30nBhGS51bMyXkOcWu5ndxeA0HfEzOzNdEWmdFTjlxBxsYtWRKy4fsnezJ6SXleQuZFLqoMnV07sT7F34qgzyceOQRkgPN9PX1kUgk6O55Ck2Lg65jtUapzjHSjstHpvP7oRGWjGSOM9mukTJy/PU2GVmUSNalZ0lTPn1l57Fp9cOEc8vP+f3oqInO/bPoScwmodnpSswh2LsA7UwTxkQOZcICFEUhNhLDqkjEzCrPrOuh9YJcJDQq6cNCgrgm8/x7u4jg4ACzOX1kO3quUb56174XGdnxu6zfzhtuobYryrzQfBqsVxkVdLrOdTkKJ/Z/g6efPtvx/6itUHeQQ5B6l498SxQlfwZK8Tz0AiNCFlBI6SW4UzmookpHbh9VqfN57seH+OePjvPIQ+/xxfe/x98Y5/O5Dfxj+HEApDyFnLoizIkACCIhV0ZcbO+SxQQ9HkZGRjgyZw6a04Ro0phyyTBdsqHinbTk0VdmqJWnegxHXdM0TvX0Mlia0c/amVrEcxhK0kM2F6G0s9Lc2cwjR/6OmkqhKAqKotDc3Mw//vEPjh49yp8O/YnhWIYUfXToKIqi0DrcijNppI1+e/Fv8cgelFSK8iu+T3LObcZn+8P4wzH6/DFUJErTBN1Ayvh/iTCCbsvl75+/jMsqjDVD1XQu//0H/O2f/8q6/2azmRtuuCFzbxpkWj9ZyZX3zEGQdBRFwT80yL59+yjx+8gTYETN5Z8pA81a2vdPtnc2IekpFgaO89jx73Fs8AAruRd5/BS0vANAv57LJ5Lf4fAk9K6aHtT7K1n67ueYHzqJrGfy5dbkKAnJREdHB4qi8NbLx6hJBw6Xdif5TLsxj4/kAYJApGoa0Yp6gons/eg/2f8qwXZ0dBRVVSkqyobdioqKGJxEqppsv/zlL7nvvvvO+Z7bX4nZ2waNBvyonVyCaaaOImfDyC2VM5nNCV6T1p91DKsSY6kvhegqYoanDQ2NgnTb7D0sx0mYZK4xOKvlk7ic/ahJG8OHb6Jk8WMTx9HjOQjWbHQjujQJvMs1gBb3kpx5tkOmmSMkbcO8FIkxR36ZC5jPNmU2d2y6hoPqIeqPPkFH9WVY8tdjtcP53Ru4rHMXl3Xu4ttLjEh4aqiZ9dsyonP7pzZQ6BtlcfMxUqJwtuS6rpE3PsJwQSkDhQVoxa2sek8lbjYx4rIzf04vzrI4x4UGxh1ne8IpIVOitrN2JikpM6x2zl6ALouMpheFz7/7FJdteB97PE7XN0woU3RSsxVGOwyeg1NIENXNPG86wSHZxV26kxIC2AI2ThY0cdJ1grzeFxG04AQZ2JroIG6pwRnZSthxHprkQZbymdx56erY/dRYoZBhvs9v0IQ0ahI9iaKcImWuxu+5idzwHiLe61GlPBZFfsarfjPfLM5WWQz2LEDb6kFeWMYxGlEFEwX6EDnT+9EcJhL5pYzI3YBMTkSa0JI4WDCH0ooh6jacQtI0kj0uDg2vY/qN26hLHWPwwwLGrDoLW3W6qr3Y9K8ipfPsc81+7jEdpl0MUDA+jUesRjRnT7q4o/tmClOFjKtGxFwomvjO/kt5c+pJjnva6Mw9Sv2okfKaEqwmaCllZRj67H0oYhJdM1PrDTAe8jKm6lhMCc7TOnGJEVxEKHv3hqzrd4fj/HheM0dHp1Fp6uID4LE3xlkip/PhgsZTUgvx9gEkAYK6hYtTETrNOoou0ae5KRaDWFFBADWtuTIeHgEsDAs5oGffcynNWQm4AuhJnQLdxtq88zideJ7j2nQWJfLAEmD+4HlE5TiNY0sIKb+lfPYseo9W0DTQwPQ/XcffpRupqMijsuopCscSzGoK0VrrwBqI0g50q40sT/bgFLO1PByKA0VSKG1pZFbOInyle7jJG6TvpzWItnaEOLjaxqmPPU/cmk9BToYQ2XZiKvEl0yne/z6+JicxsYsPcn5IzNlMsDCbe+HxNxIMwIa3NhIf9QMwlBsnYdZ4LNXLWouZuYkkZdI47Wox8XjmPg0krHjlOIVAoapypmj/hNlEq6OUq8eNvmHuY+9jaXZRnopgSWi01TgIDmZmS4MzzKmwscbJJFGRsZDkTp6nEB9D5FPEKGEcvL95l1GxUvZdLvF9GbMWwCy0kQhPw6TJVHYvJRrOpLeqh+awXIuzpe5ZSoczSFBLzh6OSh7coU5GLXMIuqrxBNtpntHIaF4prkQZUWmYiBOc1zopD3cTFovQYpm15oyDk5IikOb+HC2voyO/hBv7u/iojTg9aFYdDQ2X4uKZ/c9Q1l2GIAikUimOHTO0THp7ezlSeYTJ2chXt7+Kz+bj6PGjSLpEUkpyaN8hDguHJz7jChkVATube/hXohOQcco6qsnFZCZuNT0cz7mc1n3bWJWXpNxh468nZabLw1jS6WZJkigpKeHtt43sgSzLpFIpnIkYe/sGebs1UwnW3GwgHiZN5WPdHfz1lIWfqLexQjzOVLGPfXtu5pWCNVw58iESGhf7dkx8VxVk4prEd5RP06JXsMG8EjEJU2nnIrYiqwnkljd4LU2Yjog2HFoMN2H+ueJSVp4+yjMPPMaFPsN53SIJLHVmntFJT5IFgJYWzTt+/N9zyj5q/z9RDSR8pPxC1/WzXjtj3/3ud/na1zKwYzAYpKKiAlHTcIzOJu7NSHgnxqrJDakM5WRf5kFhIetH32TMkSkTdOghfs43cf4phtztJrrmZrT0IpqfdlaSgoV3uGLiOxVTjIET6FxAoHMZefHNmM/rQolbkffYYHW2syIoVvS0BsjHCpvIXo4z1rHqW9S0nUfPwdv4fd53+VHocyTd8+kBipzldFVeiC7KLIxDrXcSd6LqJLCERscgPrOHUnzcv/BmtpQv5Oe+BwGQNZ3lrX2MOm00lWfk+AvGBhkuKEXLmc0lUgdd+eV4/AOMVFpxlhtnekRvBAHyfX7yhwcYy81leJKjOWv/Qf666sqzrmdXY7rhmK4T9OTxwYXruGzXO1QNjtM/xUx0vsyeYkObxCkkGdYhpFtJ6RJDuCmhjxPmXXS6xo0SUS2QdfzvBn5OZ95iqqTN3KsvBcFMxGpEmM6xx8gTQlzj2YcM9CQFlpm3swMjClOSxxHVDDo3VpaJRvOpZF+km1fGTVyTk0EFhg7eSn+dG5vSjWoynKz6ZAuCGaRlZczMbeU1cxzIo2ySBtVYbi7DpiIO3zCLizZsoGewDsmk4vYYCMcFlw+ycJeTWRtCCFYN6eIMwtA/509U5ZymCqDwDb6RFPjziJXZQ6tol4bpFEeYHjJE8jyiTutIG65BD3hgT+WbE87KSTnT+KgsWkZZ1EBpWs3tXOFcSECFPBrRkz9Es9yJKJxdzl00kmD+jE6uuPQeALa0jOA+9GrWZxRT/0T/k4BuRRCNa4zYi/lwvJTlcgdT5WwOTXFVHu1D46T0s6Mtc8JI61186J6JDoCXXz2LZNhB8l9VCOZxFEsAUVS47OTdOMURFog/Yb4Or5p+Sr8yk5bIOiy5YaprnsSUUJnTZGwYU09HOOi7FiF3EF1UeCa1HpeQiRpdSRcX9l1IxBqhLW6lof1WLlh0CkUdhHSfIVOXgKALVPRtQS7Ko3LNOOjga3GRPBZGPLaPYQyH3UyQmq4/s3vFoqxrtFgsWKwWkrEU/R+40DVj/Vg78ypsVf280/UObzkdzE0kWTh/Lu37BkEHS7wAQZcYtBUw1xGCjzyyD+02itd8h/Brm3CmjBSSJWVce3VPjL4iK2OjBhK0kCNcGt7Eaao5yEwu5wMGhBLq9XS7ierVPNq3hHrlOKPksrymhsbGdPTd+RcSY0dQGURgOtPH5lMczq7CAqgZm8MXzr+RD/Z0oQM9nmZOVOzk/mteZ/OOnzEKBN1VJK7/Jl3NTvJHDMcxx13L/MtzGHg1SLG5gze0n2QdV0cnYdtNyONN/w3NJVVELTbExmloTRni6K5KO02lNZjC7xhaPdFS1vWv43D/YWpra5k5c+aEs6JpmkHetsLqstUc6jiEu8tNs9Q80e/Wkm/hsssuyzqfRl+Exx7YwVBCwlndCMeaaSzL4eKLZ/OPfxgVdB4C6LKNDyIN+PsN7suKlav468k41aKRAdij1fL9Wy9kSU0mUOzv72doaAhnIobPk8Mlqy9BEASSySSH0jzB0tJSQkXTmHJyH/V2H08L67lXfQyAa0Y2ZZ2rhsCbq3+Pp2g9n31iL3Esxh1M9/h6qqiF6qEGFtCEhcxauMczi/PH92EmxaxwK9vr5zD9pI81aQB0tSuz9/690c5vVtdyPBTH16Lhk06R0LLXgP9k/6tpoPz8fCRJOgtFGR4ePgttOWMWiwW32531H8CVTYfO6pibDBVywbHYhILjQt1gvXcJU/h8wRPodjvoGrl9X+JH0S9QwAjuqyNE64fpl9+bOE4R5ybozeMQKWSiw7MAkfbBH1DwZSeVX1fJO5KBDDdwCf7AcuKt3+Stvo8DEC88fNbxnuG2iX/n1G5FzB/kqdE/0TCpYdf+Bd9GFzMDIHeSXL2r11iAFhZVUxEyyFcDDuN9U3UmZ+9MKOTZMq5SbjhG6ZARCXpMS7F238dbq4za+AEpj2d813G//gVOC9XGde/fy7z2dmbNvXJi4whZbHzxnnvRxX8/pEoDoziTcaJ2By+svR5RMrxrpUrjzIGmBo37NpRWIh5Mx4fT9VPEpHNzHmryx1knbqDOnCQvmYlUxZSG2GHl+tR+ZAGax6bw57Z1rH77beyJAdA1zPGjmONHELSzN+WUbCzgW8Im/mvQymDMwql31nJAtxMVdKyKE9VkOBRlIWOMeBqPYRZ9tKd78VSJOnGLhZ6KclKmdB5eEPhw9WoGU9XY7RnHy2xJkHe+j1iliF5VjCYmiSaDHC9+kFhOS9a5lZt1rk/UUZoySNaaoNMrGRO/3b+BhBajNGSkp8KWcVx5fYzlHSAupYMAXUCcVPnjE0OkhBR5svH8dOzE1MVoHyGcqpgxKzrVG59i/Niv0LRx9ncHyRfPvn9nrF9zM5A+N3eZkW9vXLIaWc4OIpoGtxN1dqPrGkVFReTbBWQ9hWdsFpZEmscyiTbScciH+R9zcCa9yGm125Qpgo6OXR44c6uZ5TCCisPRq5mqhijvdHLenkwg0a/MYCxVgymZ6fQt6RK1g6uJD15OedDgQjjiDjaax3jFkaSw6CJD1Ks/Rr4vgfW4cd/ci6uov+AYoh4DRwHOH2/EsTLTIfqMjRSdzanyeDxUTMu8rqvGOdZPncWaaoOYedhbDJf+F42XfpZLL72UCpbiDkzHFZzKUHwevkB2YUJEEHilsJLVkWX4w7cTTF3PR00+XsKYvxwBjUUcQQSm0snNvImT2ISjAiDOu5Wbbr6ZTsd8hihg165dEEyhdoSJUsNTo3/k5fGVdCXbWDV441m/BWBWrYROiOga5FXaeavxL/TH+4ipIcrcxjgPeKaw63gulsSkpnfBFDseG+GA/3LeD3+T4JgRbMWtxpqRMoUIeTIbqVBQRNRiQ9Z1amcJdKdL8w+X13Gk5kJSkowp2c4pz6ksPlJbWxuvvZYtWW8OGujxmqo1NI43GoUGSua3ps6dislkyvqvrshDqcdKMqXxwAenaZCGafRtQRRFLHYX6DoXsZXtqVn4A5PaeXR18qP1FXjFOBoCp5NuPvfUYVK6iMlkQpZlo+cO4ErECKgaR/oGeH/Qx4GBYTZOX0i4sIRPf/rTvHN8iNXmdkq1AKcLG9nISh7kDvYwF4BkxQrerria5Yv/xbO55/GvsQgxk7GmWEkhYjiBIdHMe6zhIbLbeEi6yom0fs9fmu9D1lKUKGcLDB6Jqlzs9jIt14vsKyY1asczNI8ZFUvOOUbOZf+rzorZbGbBggVs3Lgx6/WNGzeyfPnyf/Otc1uef5Do5rcR/eljx2Dm6X/Q2DXGI7/6A/dtup/P8Eem69mwk+BXKEzMomDAcGiUSp3xO1P0lRgT1N23kgWbfslNXQaCUaz3Y9ejXKIZFTR9yjSksQyjeduKX3Ni+qeQBkyggJ4QeY6P82X31/ily8PtDz/Pv7MNXMKp/ozz4SydLPKkY81tR5AmISn2UfzlJ9DTGg/nb9yPPRZl5v2bsSGRFGVK58/ioZtnseLyuye+Z3YpKPMyi9afbvkio3XGgnowV+br8+30ldYQs7mIm0205FWSSKd6pJSK1+8n7zOfYcYV52FN6y+0FZRNOCo/fPRBbn33NV79xmf4/msGyVlWUyztPMECPVMZsyuxDFQQTBq1tfs4X3qba4eMaGJIc5Gb04VPdzCg52KRxtHSkt/XBcNc6TTuw3r/Us7sv4IAd4Uzi3XOUT+Lj7hZnDQ20msXfJ63HMtZ/2Y3z73+HD9wD2JKdiCpY7iPPInlwx4ahvdSM2o4biOJKYierxNzrkcaq6Fl3w08aTqfjXaFTWI/piIPcef5xjiJpDVKzGb+0baAAxhO9AwtzGtXXcHOj4znhM2GhozDmY2+AfiuF+n/0lFa132G1tX3YZp98KzPANS4sxGmoLuV0YJdhIQ+NEnGKWby/m6nCTUtloYOBUOryB3NjuyjQjaiEXbdzbD7VXYvW0prjZ0u+ycYTv144v3kvoc43fYr9raPkCMYEJJnoqmkYTuSVVwuDxAXFFK6iDvfQHY2NI/QLhazWDg68dlIIkjMYaS35k5bzC2Lapg6XoA5eW6y9IltGVVcKWVwtVJSlKizkxM542zBKJGsNB9CSItxDQ3cgPd0Kadiq0loxqLalTBKO+3hismHp9e/CmV8JRF/RpF4nT7MbWELysjN1MhLmHY6wpwTIZzpjG5OxSSxt/JFWBqmU/bAA5hKSxFMGdJof0EhUtgPWgbBkX2DqIn3MJveQIlsBIy5kFNSyrwCA51s0WOE594CgkBd+QziQ5kUrBat45Bax1GziQOeL3Iqdh7UruWZy15B2WycVzB1R9Y1JswedseNDWM1eyjCR1xzsCnwBfqT2YqoTLkAZt9EbW0tX/jCFzCZTAwODtL8522M/uM4bT11xDQvAIejlaghE7KgcUXOvTRYN/OJgk/jtBnzf8/rBqeqfGoeZc4y0HWUVz5LTc5WBE0hYclBT7nQhBRzr/dwyd3ZQoed0bnomkHOFnMiaIKC+pFgpnKhcV15yRjN3ccoixRypLqOPVNmTHzmyQu+z9ULr2ZLyRbOZfVzjQpRb8wLOqwqW0VOIns8Hs85zpLGszddQRC4eKYx3v1RhWWmLkglefvtt/nsp+/CMfcSWhu/ygGyr03TNOblGuOivKwMs9lCKJHicI+fHTt2cN9999HWZmQQ5vW3I2oanz/QzJ2nB7mxJ0BbYTmvTl3AbzacIjCaAQJyogl2sIgxcnhHP48n9KvZOutXbJv2Azpt5Xw46ufdWJDUVDfL5E5uth4GjJTTp1yGdk8YB6+zjpRkzJ0/VtzCZ6bfx7jsojbWyxf73mRmMFuCY7w+h86kxlBHkIMbuug75Z94b3D/2WTmf2f/62mgr33ta9x2220sXLiQZcuW8be//Y3u7m7uvvvu//7Lk02Al1c2ULNHY4b/EEqnBW9XB6tOfweAshdgYEmST9r/xg/0X5MQjKhSHEsgJUvJb00y0fXaDCWzjMXX5q8nqKucdzLMinAPtsZ7sRFDEEDVLMztmoIsu9iWXgwRTAwXzqd4aA+FPz+GEBc5//Y+NtVXcumOzZgDIA2D+pH+fQ/ELkGxW5jzx2LaLruGsuV/xVF8HI7ciK4naCz/OfqKAcZa1jJ8+GbyfMfxXvYkkmOM4VghBS8FmdfcxtP3/owD87+Bdd5KlrU9zGOfPRPV3Ybnr5VEn/kpfsftnAqXUe3xEnHr9JTV0AOYVB1l0s4fLG3E68+O1Lz+cSwVFeR+/OOINhtVxdP5Z2EeRyuMm7es7RhTRvtZs9+oMLq0y0/5vij58QES8WLsrEc2nSYlyHRSiStYiDdnmNKyU6hl4Co6Sm77SsaQ8L7kR8iN8JMFq+ksMVCxglSKrwfD7J3hZsXI+UwbvIahwIdEV2rktl/OSks7Yf0BiiNJgq13cFHTUwzfaThz6r92M/aukZ8t8Ct8fvY6VpQ/yf3P/R3PyOW8p2sI3fV84WOz+capHjY6zpRYzmVqywYEYniFOAN4aHblcny+d+K+REUDyTrlcHHSIdJuFQGN8kiSgc6TCCmFN8qu5NvmlzkUrSHlycPp9FFVZWzW7e3zicedNDZuRazL5I6sLh+6LuDpF9l9+kJ8Qh4N+XspbGzBm99NYVEbgc5lJGzD6JIR6UnePMLOKiT6ufnQ94jLUSyFk6SvzzxiBDxjswnkpksviVOU58AiHSY8PA9zQx2sHiVy6DSRCjs1nedjmTWT07kbqNuxlaKRBCd6N9Ldv4zZJh2T2cyi2dN5f9DgB4wolXxRsHFINFC9kG5mX7OBsPSMxbjX9C+KpTB7ye4wLqoWDjzn5yDlwNlE1ZxiO+OTBBsBHDaNcV0AUSPq6AFBYDMrmEsTHjHMes8DvBf4OjoiL459E4AZtg3MtL/DYLIBgCnmvXQPrkEx++mSVUbNDq5STAQlmTM5LY8UxaoL7Hi+n/VzMuivKz9JqMeK1RPhTPuZZMn1SCmVXe/uJnr11ahKGOvOZkJxP4KvB3sihjuuIHtL6C4vJdR8dJIg+6TrLSnD5nBTaC9kODpMW6CNOQVzCI0Z6GhcimBVHciKm9HkLIqjMzkcXgus5eamJ0kcP8XJmEpUFln75bmMP/dz3JH/Ilr3CwYszYw3SdiIMVXr5dnAr7DrYXqS82mOreMzhTdjEtMB0vTLJ9SS7XY7RUVF9Pb2EoiGyMVGV7L6rHNvtO6m0nKESosReM2Wd7CTjAZSyRQP9f56cnzt5HduBCdURI/QrRlpy5i9j4a588nPz2f6ihKad2Sj3DVzCuhT+hjSd2W9bo9EiEdjgANncIymwSZmM5s5nafpq5lBtwZLPQ6WFNSxpOAeFhUv4t7X78WiWliUduL77H28E3qHy8TLsGgWzmtzM/raB9jVbOQgaApS7T772gEum13MP3ZkFwGEw2Fyc7x885qlvPRSH2cm5BVXXMEbb7xBMBickO6oqa5ijTOfN470s/1kP5F92YG9MxKiOOijJy+7iCQsSvxlZweNYgZRzwtM0tsXJP6YuJihl7vRHDK2xR5u2vcB5pRCvyef8kkpWlVRaW8xgvc2VxuEZtFiXYpgkzhinUbA7uKx0qu5p/tJvu0apS9iOCu5H5uGHlOxljpg3zB9p8bpO3V2cPY/tf/10uWbbrqJBx54gJ/85CfMnTuXrVu38vbbb1NVVfXff/kc1mGbjmW7GW+XQfY7eWkxv7vFUCnN+adMKX3cf/wezMk4JFTIN7HsVBjnRhHlOfdZQmEPW5r4XuVDbHIfYemAB4eqIACiYqN29w/I7V1DrizitWSX1fo9tUjDIgkln28/9AMe+cV3WX3QKH2znMrc9heS1/OdXhunA21YkglCznJiowbfwuweRLEkqJ7xU/QVxiTNnfoB1twOqsdfweQwBl90oci+ld9lxzLDUQGI2/LJmS7B5p/D39eS+tultI9bsJdbOZ4sJ6bDoDiD6c5M9DThqKTNbM5FtVg5VFHH2zOX0lpQRq5i4bHf/ZkDSWNAhi+eMuGoAKzynWSsfBIJ11nI3LEErcoA280nec/USa6emTQdHdlaJ9G6Zpa5DWTjwbnX86vls9heeYDedFSaQmT7PAP+rQvMgdYPmTrjPmYVPWp0Bi3bzgq2UevYw5TGDQxfaHAy5H6B8FOvo/qMZGrs4EH6vvwV8scrOK/5OmaOm1ksyHT6ohw8mt0hF2BLiRH9eCZJlSuTeoR0mI3I1VWUpOuCfhIWDWdSYqEeo07uQ1RTXNX9Mqc6NEzRUYqKTlNenklZjY+VoSQtpFLZ429kuIrDhy7hrbZb8Qn5gMCp0cUEeo3nVlp6Eks8A5Xn5XWTX91DycgwKVMYWQ5RHK5hwJ+5567AJEn3pBdTWkztYCqO9aa5mFYbehap4SgDg68a1z20GldJPd4rpjDlgufR7DmYUjrJXhtejAWxrLSU0eFMJLdcN9MiZxbqpEPlE3WZvlkFgh83mcU03xQjR9FxBuvO0lax2VSKp3lZcHcjt967FLsn43x9/IezWWP5+wQJd/JX+ylCB4ptB1nuesRoyJYmGpyIXcRzvgcYUIxIe65tA4cdKczJHNyJXJw6XGEykytm4P4zVTuqohFrMVCgE9Sza/YS8r56O2J0EB2BYeW3DL9byDu/e573j27h2I4NNO3dwY4qL0dm1E9I5wetJuYe2E/1+L/RgikuweYyULoqt7EmdgeNjSwSMM5l2NWFLqsICATDSzgczqCmY6lywqrOqYRGTyTF1ne7OJF7PgfDjxMZbeBA1HAGc5PwyvBD+BJT6UlmxP6atasyJ5Ob3cfpTAo+IsTRdZ2RlJFGKzMbzm+u3MVS14NZ36mzbsciGGulw2uhrCGHhpwGlsYMx+sUUyh07wfAZBqibI4NSZJA1wnIB1Dytk88PwBnqcrQcDaNQNA0Vm/ZQuWTj+OMhPFGwlyxV+LCdzdQ39LCZ6Ij3Faax59nGPcz2dPD9PdOs95SyYCti7zuAzQeO8LcThMFgQJ0hxHsrDuaz6HXjfSQKqhoaCiCwpULrkQUzr2VzqswUJjJPI9kMoNgnlGm/fjHP05NjcHvCYfDdHUZDn9lZSWLqo1jvHSwl5SePS8A6oey1W3RdYRwCi2p4Zb+HTMS6iQfoCPEUlSPDmBNKYhA+Uf6FVVTgaALOEuc1JJPnVZEJBwlNBrk1v2baF8ylXsWngeA1ncKdPDL8F+dIwzNzOGOoQG6arN7CjUsLaZxRQn/L/a/jqwAfP7zn+fzn//8f//B/6H5vV7yfT4Ei5tn5n+JraU1DOYX8p3H/kThjwKU+Mf55dT7+dntX+XKbe/zsQ2vAQL9cTNVZMiWIxQQzO2mMxIgVvw8h07nMv3gNwgV78Xqn4JlEmwsi+NARkukvWIWYyUzCJvKqO58hymdbwIQM5l5ofI2LuNRtJCDkoN+UjXw4PYmyjbdyd5F3ycV96DHZQRrillXffGs66te9ws6c6s4Q4812X1EzXnoavZGN+wuYdfLbnLlBTTH1lJh3orD1khkknbKUFgmVw0xJhnnfvPWrTx7njHwItEBWqbMZE9aZbA7r5gPGhfBSJBHRoLcnhjlcYvBJcgdH+Gy5pN8VXmYf5TdyGheHjmBcV4oHSJl2ULqzBwTYFjIwErhcB7hUA5OV8bjXjrlTTYcvItRuxdnweasbSskypitYUiB+tLjvDRlOTesuhJ3TGPQ+gcmMyw8M1/ljFCls7kMGEbKq0Md70KQIPzhh4TL3wFKWeWQuVY38zNivPxhB+LCPLS8zAQbLsxH74QcOWnoYwNSUkE1mygYep+2RJxDUYl5dpWFZpXOoMzvfP24UJidM0BHJJfcBj8VqwYQPoJ8ygMCDQ07sNqCRKNe3G5jsWhtWcrg4NlKvCBwsms2S8qbcbnGsKSjXVlOMG36NkRRQwrZGVBKiNtHcIbrCKSraxyhGqyx7Chs3DqKU5eJagm62gJMq/cCoAxFiceNhbB09eXkl8xKE99NRKfdjHTwEYq6lzIn7cB5vV4OHz48cdxWc0bVec2S1STNn0YHHKYIEcWBjoB7UlXENcorRFN1vJdYnXV+NnGclWtVPrFjiMFnB/hst8q1183j/X+0srh8B57Xf4hdbsEcvYKYKZs7s5/ZbGEJgxSBA3AcYZ7STa/v41mf08UISTnJYsLERTulqoU3ceIXwrikzOKtCymKTccYVGbRlViAUzzGC9bLwQUlTpFCICEvJBqtwS8EODh2CEnNqIba+tr5qG2aUQ0+g8RfWFPLips+ziv3GxWPdmcR7//jBIuvnEKlq5J9g/voHuvh/a1NnNpjbNKlqge3KBEC7NFsJMqvFjGWymzu7Ycy/aoOtPqImN3gHSASafxImGbYUf8apue+hklMoOhliOEkktNMeDyBOpiDoJqICAkiGii6iESSK3J+ik/PwSzEMQmTavIaLsMlStzVdDvC7OvRz/sOgsPE1JypuGNxRsihiToqrP3cVvApnvV8gtZ2+MMfTrKwWOfIoAAmmOnYylDkfHR0mjvP7oc0b2AQdzCEe+c2fj40zLvr1rN0v5H+9xw6THf5B5z/29/g7+0ltXo1scOHUQMBrpBEyqt05rcb47Z/LMDxiga6pW4qqODIvHkTv7GnYA8+qw8Jib1L9p51DmdMFAV+fs1MXtpyeAJxi8fjvPPOOyxePIfx8XEEQaC8vHyiqETXdcbGjOCioqKC4koTD286zWAoQZNcxGw52zmbPthFwObgtKcEZyDMZ9UB9hUuYhPgkROQnZWhYMZyho/vpF4epVYaZVRzkEh3dx92evHGwoi6RHt+AT6nh5OmKu49Uons9GDtMJ5nqdjPDtMpSspLsdvtkGtw0fQRIz11KKXwjx0dbCoUORmNs3+hnS8OJsmJaKz9dAN1s4vRVJ2cGhP889/eviz7/wln5f/bNlKQT34gSmrd99leWgGCwL7GOdxw/5954d2PkfsGzG86xX3/+i2zjmUW1K7cKFUYHL7DzCeQCOJP9gAS8ZTMG9IYP4/k8XKzobWgoiKl8eFGcwlb00G3KqjYhRLsNoGEqtNbdT5V3e8h6Bob59+K49QSutrySATKmOl7nbs1hYG2eo7MvpqIowRBSyKFNCZJX5yVOiqYnynFE2WF4gVPMbDvDtAzHv72iJFnPBM5DjlzGNQKSEwavC1Jjce2C/j2/IKqjmMIQDIV4eU1lxCyuzhQlw3RT7YzjopJSXDza49QjY5YAy4hyuY1FyCpKor57M6bffY+nIoTj2JEYmJaB6Swp5zhil5KC5r4+bG/8ovGT6Ak85Csk/KuwRXABvR+C7FIkCfLlmJ/fC/uUDMFs4yNz3TiZuyefgLlmfLtHPFLMOs45tq1yIVRiO5n/F//IrRlG9TeRIHJuG9Xi2be1RRMx8ZJVTiQRuIkF+aj2My8NWsZK08f5UqpDbfPx6OyEXVeuu0l3l4ssDMsM8+uMsNuRRxdjWTahYbRgdbiSVC+avAsRwWgY/sSZgj7CF6voqqT1ILFFAM5pygZbzjrO0nVTDicg9M5Tk7VPkIDU/CU70BM83pC82XYK6CLCpqgEBMNZ2WJyUW3BFZJ4+XSl4mawthEhYZAA5qYJOiLI68wEAotohAcjqCKEnv7CvjunzdQlWfnutn5+I47ifNFzLqMSzaQqNDp/rPO06zLzE5VsfLC1WzeoiMA9d42Do/MokYYxE2Ui/kQKwnKGCIxCaEstLWwzvsAOfoAv9t1PYP6tQD8daeEr+6n3HZpLXMO/hcMgUmAGdpp9pMN0bedaZoy+TVTDkvy/kCHcjG+eDFy0oOau4N/CdciOI+hu8AeqiKqV/GaeX/2lwUQPQdg1HBWWuIjkA4Q3z8dw8ZMxnvLODL+e8MxO/txG/dWkhEnOTFnrGJaI9z/X3hV8EsQGSpnzDdE1zEfFXcaHKSxwzqnDmTmxIxkBQFNJzSJJJovtzGaqqVXKWQgpZ31OwCqJmONF0E4gSlRgY5G0jKGKenBiYmEDoFUEdtDd5InKxz8XS/T3UME63Jo2T8MSNjtFfiw8kHUuBbR2sUuYS6bhJWIOtymb6BQcyOJfkzrf44w1orQ/DocewHh2AtwzwkachuIJR38idsQ0ZBIsVVaQnCSjt/+wUzIIlmGIQKqHGF8JLsh5M0338wTCRH/aIBFzUeZ3XaKpDPTqFHUdapff30C5whvyXBVBFVj/iRfMndsjMJ4AaZwP6lJmpYmTWPRjEW83vk6X5ibaVz672yK1s/s6KGs1/bt20c0th0wkZunYbVaswi7YIja2e3GeF5fFOOpkEhTqpgb5xTQ09lOJBJBFQQkXWdpRxNLaULVBd6QGmhqSSu0f6TmND8/nxsvXs1njnQwRx5AFKBQikDIcPK31s/B73BREdXpmNSYcLDNTt2xjONZIZSS63RQW+tE13VSejEmQBZ8JM1JXk8q6MDJaOb3H77cS1X/aUa1t/ix6TNggorp/1m8M+t+/I8/+f/j5rb2UJ/WRvhw6Uru/drXebByiBl97Vx0fA8rW4+giSLq1MyAmOyoALR6NB4ccDAWyaUmdYhtvl5OdRgRWMASYF/la4xZOxmWDa/3xdyNNFkNmNsjWBGlCCcLdtNUtJ3FDollTplVTpmUYOPZixawacENOG2LKPZrxEbr0RQ7mtrAq6MPsqPme4zlNiKqCcqK3iZhz/YjHdtlSvuzCWRCFJQdRsrFU70L06xNaK5zl3x7arZRve5+ai78GTn1mV4/JgUKoio1Qx0TCEZuug/Em6svImK1YU9FebD5a/zoaOCs4y7q2s8nXvwzjniEkXiUN3qnYY6G0SQpy1HJcQ+wvqSDmBRjd9Fu9hSm1SB1ARLpTri9axFSFpxDC1h0QTU/Wf8LPLZMSibc8n3iQSO6aU/OYrCkkLmKieqSB6k8/3fY8oxnsV8ZQ2++Jus8zUoR5rQseGrYjn3ZMjDZ8IyexDlpFjhyjYVNSGiYTocQAwqlTcY46c0t4kh5PbnqGPPaDqOLIoKmsfSUcV86EiKKJmExhZm75C2C88Z40XIhJrfCjBviiJJOUjHR1ZlxAMd8ZXQW1hFUDP6DxRIhEvGSTFqx2YJYyg/jFoYwmyO4zD7cagA5aaycfX1GKqhozstMLdvL9NJM3t5iiWBOd3VNySGS6S60BYKT810m5Lx2jpVsw1/ezZeXfhkAVUoS8sURzRJSrpVhIcCW3bM4dmwdG09CTFE5ORhi+IODxJPG5pRM9+gpUb34g9k8kvPMM7k+sZRFRTPQ9MzYnVNwggICuNOk3KUcYi5G1+mUCJHCndQt/i0Fl/6aSPE4qi7wvJqNtrx4+iqG9mWrrV7q/DtrtF3U0smVwiYmlw4t5hDRdM+qIC42muZx2j6Ez9vEi44E4+l+W2dQ9qiri22mk+jC2crBR+QpJPO2EnS3MZyXjWQcZCanQunuyB/5nibJqFYHsZJqmlfmwIIKPmqRZ18gceQoC5s7yTMtIy4ZyFo8liK803iGllPZlZJmSccxKYWbNAXoSrdR6E/mo2sgWXQuuO3c0ubWcCU6OkFvM8GcJsLudmQBZqQFLo8ry3hXm0VADLPfr6QdFcPs0XKUtOKwJij0ewd4n1VoCKQEgbf1m/ApP2Q48VuUeD7UrYW8usyP9+6jHDOd2kx0RFRkjjCT4CSU+qPWY7LQVLaZeLkh5FdVVcX111/PXXfdxbRp03gnovCtL3+XZ9cbQooLjxz+t8c6Y6ayTH+ilNOBJghYEwnqT7dx3p4Mk0jQNBpOnOBryVU8tPL7XFs2HV3PHiOKEmDvvqs5cuTT6LqepQp86aWXUlxcjKZpHDtqOAN2+7GJ93NzMyn0M0UmJ0+eROo5iIMEcUzc3+zi1js/C0AIKz2WTBpYEnSmpLoBnSpxDLNmOA3vzlhMbW0ta9eupcBl4cbLL8ReNZupUzMp4bguE5EspCR5wlEpjhhczJ/Osk7MpnZTPw/VW/jpwnL2essY/ecJhv7YjqYbrvmz1WPsQ0UrzE79AHSV1vHn0CIGE+cWiPxP9n/GWXFEOqjxGhBnbjzM9O5WSsf7WNF2jBrfADP7O8hPjqBU6ajOsxegrpJSWsoE2lM6GxNh7h2wEdNk1HBGwU8zj2HO285Xa+7n9tof8FjR69xb9Uei6IiIlE19Epd/NwlP10QJqEsS8EgQdkxjrKzwrN8dzplHSs94sKvNf2SVeJzDQ0bZn/cJieKvm3BsceI88QT28cwj047cQl3sbsYTRu41p+F96nIlrszroMLejFsyoi+Lt5viBU9NfM9ZcgwcvYyLGqIu0BSO46tw0/1ZC9H5GqWebJhxmnScvGldFEV+wxdOxfnB8TjfPRHn68dGWL/hLXIn5ThbQgXER7Oh+OKSFqbN3EJsyi5isrGQh0whzLoMgk60sxAlaaE1UYIcLKHs6Bcxj91C8dBCwumF4LPJUnTVxWgsj2TSjI6A/O1u1jc8hrP0WNbvKYqV43IPua2G7oFnZ3auHSB2woPz0t/jtNiYVZFxDGvGFLwIiOg0JI1c+cd2PsGCo0a5hz8tZhR0GP93R8LU9+l4gzLmpJNQIKNdIwiQrAjTusqCJhmoQ9O7c+nunkPz8RWMDFfR0rIcBIG+KqN3jM0W5vChi9m/7ypycgZotOpsKvuQSy4dY+7St4l5BNzjjXjGZhI9dRGpiLFAeGZtRc2FVHpDliQVjzJORawVa8U+6qfuZPGiV7HLxuJzzGGUiE7LmzYhE5AyhQj54oTDYV5N7eJt8yF0XSQULGRxSyu/wMZNmCk+U3IHuDUblybnMUutwjeJzLdgwQJW3nEx+fMryL9jBuFIZsFfVbaLbxU+ZowXrYxrEvdxU+JHXJ34CRclfsFWiwux6hQDiQJG3RZ2a40MkoeXEDdIH04cp1E00MUze0VkwMTsnsPcxivIl93PmqEMD2QwZef55DwSeja0JYoKQ6Zzl8QPmIxN2ZSUcH+kVUDABHH7IJa0TP5FunFe/Uoe8ZThhIlzljHzgow6d6yqAa16Ni/O2c4++35ecO0mUC7ijiZwJBRKrU4quo1x0ltxERHnsiy9qYLTZZhTNhzhbGHGTTOPMPXOTIVLwjpMwpzNoRuzNWErUhDlcwczqhwhaTX4XAnbEEFdw5rXho6OL/8wUVcXIXemki83P3sjUqUY/txMSsZiMRKyQ2KARFm6OeypcRAluOGxzBfbP0T/XSNHyXDnVM4BP06+FiGHAlUiFjfWGZPJxLRp0/CUlLJlLMRAeiPcMj+7Qqejupp4+rxSZjMtUzMp1vD6dXSmeZJHp07F7/UCsODAQQpGfaxobeUrX/oS1770MjNONDH8pXuwHniYlmfv4uRFSxl/4UU6bryJtksvo3XfjwiFjjHq28Smzdmo6NSpU1m1alXWa/l5PSiKH2BCkf2aa67h/PPPJx6P8+yzzyIKOvNtxvPxRxVePz7CypUr6bM30BSa1J5Ch3wxSokYYnU6nRyqmcqv167itttuY/p04z7fsrSGb915LTfffPOEw3LJmlXck5eNhI/vG0ZQdU64JQ6mm/w+W/Q+z1cZn/u9P0KsZZyEKHDKbty/2JDBxUtVn7shJILAn7uHz/3ef7D/M2mgp21fwlH4DL7kBeSF/ef8zFfG/wH5IiM/UCj+TuahPHz9bUTWqIi9z4EOuyPGbbnSDX/XszO5knWQyXzmkBilC43pSESTs7jbcR7iULYPON8uE/DNJipnIDFFAtOk7r5TLSJjqo4uiIy6vsPHT9tQj80huvuMFH+U7YNvYg3bcOcYk7QhdAECZhZs+z6n1nyFXNFHudaLjJcr3Z8knLqU95LX47nwp1nnY3WMUlLVwYftRZwfF+nQRKZ8xofFFsI/B+IfaWRVRScASdsQlzW3UWgz4OjxRID3NAVZMLPW1cAHocOkdIlgNLMgVlYdpqamBU0zFhDTmU7XArgFK6OE6Rmvpnl3I4h9TO+YzZnOF56eNVCxD6uu8cne/fwWjaRmof9kPXWzDUntyunZ8CpAKmVmWBjH9kQrYl0eJ5zLMblDuFImNAGsohWlP4ogiJjKl5CXjMCZrrCazjOeXJ6MduP25xK0GQ5wY8thDsxejt/uRAeeXmuIA3rDQfZMreL6jnJG3SUEhJPk5mScvZLSjD5KMiITT/dBCbQ56R69ALto3I8+JUWtv5ak7CfXMoJq1bDbQ9RoAv1mK+6SzzM29iHkjCPpFsSkmUTR+9T1jtPZYIzlY8PTeadrLZ+Z9SRea4BYqYmGedkddYMlu8jpXs8Jh4EWNeQ0UF5ejiiIaFKCsdFRDr71T4aSY1nQQIfUDVI3K5QaDqY5HFNTJSxI1VJs/jEPCWsBkWLNy+Uzl/ProMgL7zbx6O0LkSSRcG8zjkiKuvYIbdV2liWNFhbVwiBNehUJMvOxN1TIt7f9mLF4Lm7CzBSN8bdUbOIb8vN0aUUc0KdSnC7t3a/Vs0hqxXfChaaBtypO/473yRku50rvfE6KTXxPNRDSAc1NtZRdkXCj9Sj/zmyRMpyhWlQpDgX/npugxarBDlLUcBJUq52d0nRuuWgux7e8j+L0oFlsTEkVYdFMrAquwxKy8HbjBh46KOIdCAGZyju/tx5NUIi7TpA0g3d0LsS8FIaNuWeWUhRLJk7qfnKnmaiZk8+a26ex7b29KIwwXTvGIAsREFDkMEmrj8f/9U/c4gxiOf2YEzlZ/JakZVKlCKBIUY6ERfRJBE11Uq+fZRLszLEwPm6gdxFn54QSMcAtt9zCpk2b6O7uZqgsQWWfTOTAEK4LKhCKZ8FFvyT0/k+xHXiSU9QS/Uj6DuDupW5O9A9yrNLFqbF+msebcSpOFowuyCJgnz59mueff57Xpy3kw0DmHE5W1TKUk0vRuHFt/hwvTTMayRkfZ7iwkITFQvHgII5whPd9PsLLlrJv8SI0SWLcm8PaTRnhtL1VVez/29+4cfVqkunXpc3DeDabgCCDP/zhxGfDb3RCWhw9mciM62uvvRav14vdruPxDBIIFGOxhHE4xxgYOIjDMYdUykAqR0dHkWWZ4eHMpv65C2fStS1O91iU08Nh7r5hLd/b8wHDmon3k/WEdQtLHSMUp4a4yHyKMxmg+669Apfr3EiVKIrceuutRKNRbDYbqwWBTR8cZ7eYoj6i0ZPQEPujqBUOXp9iZUmnSqQ2+1i/mW6hMK5TLkxleqyJkoIBVMmCnibBW0PvkbLNxRp4najnGjQ5j8f7R/lCZeF/45Z+5Fz/Hz77/9PWWFbMTw9/hlMV0+jOMRCMlsJyTpVmYK7ipnUUH/ssslhCfLUXALlOo3JhG3cGn2CGKyMqt86lsNQdpsrVQ2JkHZri/be/3YWxua/0nY846ZaOSAFSqLglgUaLFbtisOdfnn+A+6/14h4/iEOEaXqQ6TaJFU6ZJ4tnsR1DLtnWWIdtgUF2Verr6Y+eZuigsdlV9USxigZ0btLMOIJGtKXZhlA0Lwfzitg5NYhn/Q/OOl/ZMYxHe5vudDWR4u7CYpsk/2xvRpzU96EQIxUjmjS6wpnSuZE0+TLfWoZrbIy76/cgohHWLXh6O5HiMYoSy5njepuSjY8Sev9eVJ+NOa0eBA3SNBHCpsxCNTSeiRrt4QosmompCZ2xmJ06oY1vL3qAipmZBlrnMkWxEBNTvLZiFlsr1tORr/OOuJc3ev/Cy0OPcEjqQEdnh3yS/VPyECLZPrsroFA5bsWpPcb1/c+RZyllvmroycTMVoaBY3UGpN5VUs5geRVJdy0SEiMjVSSTlo+eEpoi4Dl+CYrLuD45HCCuR8lXvQAkBJWCvd8iuX8Oo7FSxsfLSCRsyKJOmUljb99xUikPpWktCavo56Ku99iwaSWz9wdZvX2Uw0eXcWp8KsNpWN7tHjnrPFKWcfY4j3HCZhDhirveIjG6nZISg3gxajvBliZjgVyo1PLx+CqmpTKN9w6ajFTbtFQp56UayRVP0C0mSaWrIVYoDbQdivD6sSG2toxwpMfPyMhGTrX8mNknguSPK8w9HsQRN8bXdm0W04RuqhhkctpmLJ5uNoeTnZrBkj6k1fGCuprnLT/lSdMvkQWNhC7zweBcNh6bScxnJhEwoasgnNxGcfE0CnUPx9UMsjaiZaK9oHY2TF2ldaNPonhYYwbqJKrnop9m7FDwNuS4FzlsIC3DtiIOjFtYu/Eu3lseIV5qVHoUaR6mjy3EGXBi0kwUxArZVpFBpMI2M8/ddCNBVyExRx8RexBFDqKKCfwq1PgNpDdhHceZ288TC39EVaFBznTlW1AG3MhJD8eF6STSKdTJzR2DuSdQLONE3O2M5x6eeD0xqecSQMoUJOGvQpnkoOiiiiYoeCUBOamSK0z+fDaaum/fPgoKDJRxV8dBjll7SYxFiB0b4a0RP43JpdSvfIePz7qfNkOXmVlk5rXVa0VfeQtfld5ha9MhRvtH8Vl9dLm6GLWerXra0tKS5ajcXJzLOqeP9+dmHubAlCmEXS56KitJWK0gCHywdi3vXnwxYYeBUGqShN1uZ7SwgL2LjRLm9poadLudRCLB9tpafOnrcm4+91Zr3ZdCllyUlt5ENGas+S6XidmzjfTvwMALzJz1AVNq9zG9cSuCAG+88Th/+9vfsFqD5OV1TyAsfr8fgPLycpYvW8a3LzbWnZcO9vL4zk6GQ4az2Kt58es2rl+/4qzz+XeOymSz2+0TKN5venU+3pHkZ7Ibr92E1G/c122FMnn3zEf0ZiNWL1Sa+eNUC8edRnpvRrgVZVE+iALEUjiGX+WDBVU0X/N7Kka+j5xoI67pXH+4jVORf1+t9FH7P+OszCw1yJqdQxrvzlzKhsZFVBzbzTf7KlmkGIvViB7DM7SEmp2/JN97P46Lfo0wYuYbe1+icX+cLy76GpIgUShIFLWtpbV1CXMKjpMcXUfk9HdIjKzHpJmZ3XcBVsWOqBm375jJd85zelUe5VdlhqxynUWkxGQMhgQv8NmWZ8jLOcE6t4mGnEzOcZqYw+8LHuH22h/QfV6Uykf/QNH3v0//igUAyDZjke8qt+GV/45DehOH9A6BsTSHwD5EqGQP4zNUpPKTIH1EulwTDA7u7FE+PesxTpkSuIo/0p+EIP/gVq7Xn2G2fojFGFyI/EY/Q64e5L4fUWy5g1DSaHpVYC3nhDVEd52FqV5jISlWvSwez6Fz6wGiL/Tg1iXKEpVUdJ5kXquXhSdzCMW68GjZEZXNItM/8690L/o5kYJDPH76Z9zf8Wf2+D7GNak3mZrTjiSemzAIoKoSYjSCaXwEqecUztYjmPyjqOFhUloCKR7hZOcrvBg+TbPcx6g1hShaSaFmHWdK3QckAn4A1pXexirvWpzpbsV7Z2cE3hoGupjuXcr6xBw8mp1Ewsme3Tdwes/5oJlQEiZOv1lJ/9Pr0EPngSQhqCmkSJCqlmPMj+RP5DG6pEG60wzc/JFRolFjTBfKOm+/+ltO7l1I4KDRpycoyXym5Jv8pvZj7A7OQ9bgEzVhjv5wMWMxg7RWWHR25cmRwq38pPyvIMB6LcU1x/ajPH8jpWXGApwyhVEFCXMiQUPEgRUz81JnS6bXhfpwl+4nx/QQJzEWqRX6UXJ0JzW6hDcd+f59Wxtv7vgFrpCCPW48N4tiXG8AOz9QPskRvY4uislmeejUerLP/1emf3K9tJWI6GS5ZDjq/Xoex7RaUteNg0UHTSAeMDF/uBkh7QT3pGmuN0gf0qrmM6rZCfvBfg7i6R3CS1Slu+hCpieRgMRk+kpTKpPSlZNuBATcvjxMQQO12W6dC4CWLKDfNUzAHEJCwKqbqYpkOCemgWvQXRlV0GNz5gECqllGMWUCiLHCPYSdnTQOGimEPQXbabEYabDpeQa0/8JTH6KjkUivR2GX4ZRrooI1nOFknLGUOYhvahzZHCaVThvlpp25kllGVKxK2TykWfUmFtol0GFMzMwZwalnyU2cOHGCo0cNxCoUCrGHU+yy9dG6r58vNnUxll47P8xdTLtgcHdmYKCQLe4WjlUf4+XTLyNpErPHZjPDP4M1eWv467q/Yp56NmlfETOOw0/qSrnAcpIjzffwzoIQp1fPZuP6dZTMmMFVV12V9b2kxULYndnMv/vd75JIz/Px+fM5dOcdHFi4YALx6AgF2bz6PFKms7fO1HQbuqxj6hUpOjaX6dN+gcNucOccjsx9HPfvQRQ15s2toarScD4s1ggORxuLFr9G44wthEKGHtT4uDGecnKMOT2lIEPZvvcNYw5MLzEcIptJYtXc7LTTGQfpf2q6ruPoDvPVlgRLGws5/KMLWehxgKIR1DT2hKKc1Azse1FblPljGZL4CYexDjRGMvM2Z2SUhdEq6ls2YxJEPj3rU7jGHkHWY7RE4/yw7dw9AM9l/2eclbnlxsKeGNLJGR/BOTpA4dggx/ueo0IzIs1e0UcchQ8FP6IQQbR5EUovp+XlEkZfdFJw7194+dLn+d2cB4hHCvCPF7O+6kOWFBsVAV7/fG5LTqPIGuVz0YVc1X0ls32zOeE8d6QfT5RwwN7Eh85DCILALJuE0xrhUt96Kvoryck7/6zvLAw3UposoFjJ51uHfoBotZJ728cZGh0GQafhYiPCyzm6lH0+L2bhUXb49hEYMxaO0akv4Kt4/6zjAgxtmII4CQGvKTzNO3aV3EIjpdLT08hQ11wATKS4hhf5Nj/DOqklYMV5/ZxuHqN3s85A3Fi9nXIu7XKI7go75ut95FboLM6/lBk5K7ik7FMT35X1TKQ/o9ON0N6B2rIde0czBT0Gv8BWt4VQ6S5iOa0MNT6OW3UgIFJkq8JTlCkrBwiNnV1rIUkqjq5TWAe7ENLqoJbhHqRoJnoVUwrJ6AcIOtSoxsbRKQyxTc1UfniCNuYXDCLXZiZ7YdS4D31p5K7CN8jizmYWq3Xk6y7WJ898VqAyMULqqVqOPd1IuM9ByONmn5zuW6UkEdIOyq6+Z/GmdSJ2ym30Ccb5xC0WYmlnpcikcXiKTjg6HVNazVWXYlxmOcmvl2hEBGODWVWsEAluoypsIGbOc6jj5lnD7O3o5FW/j9929mPVdXL9Cq74nqzPrdqyE7HdWDAdWLk2kOFumRMJXEe34dYeA2GM1nTFTWp6F2P4EBFYkc4wbzgxzM93f5XiAxaSsoCW9ke+WP0d5sQfoZ/8yT/Lktyj1LgN9KYtMGXidYuQ4nzpIMXCOCdTmY23Vy/glLMSjyuK3Ws45vFxE/GADcFibEKDAaOx6RJfE0lk3kzO4EXrIgJqNn/DoicQBCgoygQfQnqJrLbsxTlpuez3WwiEjSBj1C2hJppRgi8DOoJUQCDHuPdaMh8E+P6Xv8+nFt5Es9yb5ZLlixH+7JrOuNfL/gUL6K6uBgGitlEUUzahPersJuRuIWoKcqxwB8fsrfxi5S9oD7Rz9atXo/gEFHPmO7qo0Fn+LoG8oyjWcdDOXu614F7CBRmdjuppxj1v7W4iXHmQiDtb0Oy0ewOHS9sJE6ev2MSpMhObZ9oQr/84I6NGoLJ+/XokSTqrumW3bYBLq1ViWsbrM6UU/LoxzpuoZ2rjVJrymjgaOMpfjvwFm5qp5FlfsJ7lZctpqG3gw+IPs44dshpOpVVNcYk3wY+3fwuApEkgdPlVjOXlGe0MKrJJzV/+8pez/n7//fdRVRWbzcZXvvIV1t5xB5qUjaCosszwlOxGlwA9q2Sii4xr0x/ew9jjjxNLIys2W+a5RCLGOlBefhsu95z0v08wY+bmic/YHbuJRCJnOSs1+dlrXmWunde/uIKnPrWEt7+yCovFQkOD4bDMmTOHdevWnXWe/8nUQAItkgJRwFxirCtLa3KRhgxE9/rDbXQkTaDpaN1h/rYvxnS/sc62pjkrBco47lQIZyrC3o47eHzsbcR3vw0nXmFd5TpkpZfc4V8BcCJybr7Yuez/jLMyu9zN19ZPRVBh+dvvcvGWVwE4oqv8UR/AqznQBJ1vib2M1kVICQZUb2m4FPt538G+6ltEdu7G8eZObLZSkh6B9z1H2deew2dmP8G3Fj7IlY4jBAbqmeoK0D1WgKhL1Afr6bH0sYWz2c1mYpg1K78veYKopmMTBdZavXwicDEXK3OpUI2FQUsE0RUDDvOqLh5tu49fdX+Vi/sX0funfQz/9QjCqEb5ikGSWidCHMxPHcQTuISdw1+nV72TRDATbSierqzzUFMSe/deTYttBWNadiXBZZ69OIsM2H9kpJrW7kZaTi3jZPPZ/UwArN4kvvkWRv0OIinjN/ePvkv1ZcYEFCUoX9OORTIWGbOUgdrls3nNCLqGFI8Qixobdk5OpvxVtQRJuLvQ0RGmHaZ4fjaCNXbYw0dNjXrP/g1NwxTM5OQlwcRK+3nclVjLLNXgAHQHj9Pf/QEHxow0V1mkEinfi0fKbIxFk7g8kqpyYdM+HIkMjOnBjpwmcE5P6bzhmIGYTKJJMqMeC/50/xzdYiPpzRBx1TEjktd1lTPoQtjtnkBWSkSwp+xY4pmNPZHuh3LiyEHckhHdyNFBYrFu5qXORlRGQ8aiaZfgw/4pJP7sxtecSYnU78+0gfCMzSbimE2yfRORoeN0aEl+PanMtnB4GJe1DfyddFBOEgtOwqzrGWN3uurok5KOJ62om0LmBwU3sG1pHkdmGufxamzZxPHyCfBt6QWm2Xu5fuYLfGPhH/nhkv9CnNRM8GZ5J0pERNdhdryFRMpwhnr1AkZtXt7cfxUv1a7GPO0KBi1fIMlUBEEEPcyoxbhOy6E467syvJMDUhWaDuWtnTQoCjfnGs70KvZSyCgr+4/ysTsSzHe8xBrvQ2wufg9N1HBLAjeG3mWKbDjP3qiPZPQdQEGUKzC7bqQwrT2TGL6MixyPkevIQ6u20ikZv3FAMcZVpeSnQRphw/nraKvPVMkopiCIGlIqReOx48hpFZSEbYTuqg9QJYVxZ4T+Pf38/bW/0znWjUPxGt+bZM50GwJVjoKooSMyZs9OC4RUYywdzjtJclpGqCuWTDv4ujBRgdbba6M50Mk+02lO5cg8v9LF9hk2Hj3dTTQSQRcEaqfnTVS1TJ7yOdEwF50wnOLv1BTzB7WZwpAfEJBNMkdppLK0kummDNnWoWY255yUsWHnW3NQpEkia+cn2VJhVAY5o2Euf/FyVF2lMa+RjddvRE53ZvZ4POTn5/Otb32LL33pS3zqU58iNzc3K02yb9++ic8KgkBBQQG1tWcT9FtXVhK4PsWRK+oZ/FmSIx+vYW/wUlpXrMS80kjFDP/u90SGosw/cID87jZUvx9VjRvaRQo4HLWoqjHHTaZsBNzjGeK3v/0lLS0G2uRNE36tJokfXDadKfkO5pR7+PPH52OSRFbU5U84Mtdddx333HMP11xzzYRw3//E1FCSRKsfADnfipBGj+ZX5iCfzh5XphN+TiQV/lD7Av2pTgAisp0h3TjPh098l/tP/BgXk5yRjq1UuitxmVwoPoH65Ci397/yPz6//zMEW0EQ+PLaeiLJFE1bp0K7wVzvl/LYRRE+LcFMMYLXEkaMpHjG2s66+CyKdS9SWtCG/Dqea2tjrLMTd66DIdsQe0atWDZfQV6eQiphDIbBvhlZv+12tvADuR935T+QTON8r/uLxKM1lIfNOBUnAUeAo1E1q1X2GYvmnKR5x9/xm1RyGz+PqktUqwXk625uHb0UiJMkzqKCC+mfYTRX9D4mI4UF2P8EZQgMzb6bMfVsgpp/yzeZEnSxeeRpUkUquKC1Yyl5oW6mTDH6zSyv24IkqUSjbiLhXEBgaKgOKWWjd7wRe147w8euY9W2b3Hwh14q8nuIl0iMVBrOXkl9A9HQKLb8DPqSCp19LgBWKbPwRCwpds72Meu0h+JxK4KmkmdKYrVG0DSBwIiHnCI/R8xPMivnBuKNGbTo9BuVqAmJmM+CuyqEZNLo+qAMb22Q6Mi5f/uMCYisLbmVHEtGGG1cCDM8dhQBGIl2Qy4g1HNSn8NaJbNwlkczG3bF+DAmTcU+SYYuhcpVyYUoqGzRz0ONvApAvLgKJkdngkCisByzfxKnRNch3VvJEY8TsVqJhvPo2PAjPHmncTt3Y0vr0hQu+SsjXZnzyqlogR4QAr3EYoXURMYYxNgsenun09kxj4O5R1la3cxih8r4bInkKS/CUQFvbYRgl52xQxY8F/kJO0owKU7CjlLenD2Lv+WXoohxbnQdZCpDdFHOsnAzpUv8APRg8Fnq6CSYSPEXawHLwhpFqp0bqj38TVaoHjrB7TOeA2Asx0zIU4U0mFnEfmx6nOXqeVwRbaTPX0+4eD/Vnh4KbaMEYl6uMR3jiv2bOd1eTPHCcWKjFkqXGr/fqRSBAE8nLoRCWFnopBQR8o1S56TQw7jVcAxC+XbWDh4gsWAeW0dN9GsePhyt4C8HnqNozTfIu/UbsNGO8/gHfD75JJQC737AMheMzr2FrsAOBsrf4pYNpSjoaJ27YdoC47mJEiF7DvnyNQiCTIFu40zI8OL+QU60v8v0xEncQJ+aQ5uazwKT4aQuM3WBKTt6VyzG9bmDQSr6eumdv4SSWAGn5H7y4sYGNB4PM9AzwCxmEUmr7J7hjlhihSRsZ1dc9Lqr2Vm2m9WdGsWTxAE1NLodLXy7awOXONzkR4zNSU45cAbqQBfx52fI7B3yCKcLRdB1cqIh5nUbm6rP7uKXhx9hSc58TocinC4o40D1dG7c/wHeWITK8WEWt59gdq4H+04nFWXGOfY6vBT7RykuLuaKgIw7prAzYmKOZw5n+siOjIzQ0fEQ3r4HmZlu4Bq2hnm36z38RfcC4IpHsSRz8Fl93D37brSARlOTkS45g6rY7fYJ/RKAT37yk7z//vtG64B0Q8Ezm7woinzsYx9jeHiY3NxcTpw4wWuvvUbcbCeyRuP0zkbcjjZOpow+VKd6KzhVpnO9KCIlEkx59nVyBgehFVqeWkaqXKS013A8u8tvIXrDYs50H9B1gXDoyzhd/0QUg7hcowQCxp5RXJx5Vp9aNYVPrcqgjh81s9mM+Rz6Vv/JUuNxhn53AF0xUqNyXgbRaix1IyQ05FMBUg0eBH8SMc1jede8GVXQAMOhU7xTIHCQC/3HzvoNevYiCiL1njlsOXo5DwS/R33wJL/+H57j/xlk5Yx995Lp/OPeTA7Yb/ICMKwZ3nOlPszY2BhxPck+U7bOSmDl7YylN5X4WIS8RB5Rq4quORn0F/DvTCbFzOLnWBioISeRy0lnM5VJkZRqpVoxBubR0o3sjmZDXuNChLGBjQxYQjyx3ssBqYfDcicfmprO+g2XlI8c92I9IGI7mnlsAjpzmh4lFS/h8N+nMdZuXGfAXwiqxDPik8R1nTHlJKqeJBm2EWiqZGjIGOx5+QYE3DcwlXw1E7nLgk64dxHDR24CTWbbit9h8hnv616NYNyOXXbTWLCCoqnZUL5sOTenxJJufrWvYZzmqiB9BXHeXTpE0GVcz0qnca9CoXw648b9lvN9RPKyOTU9I2XEfFZAoOv9ctrfqURNSviac4iNnk1uPWOK04t31nlZjkqIGFvEoxMpo4AySlKNA1YqUwuwTNL1XDCaIfZdNSDxyfgF1Kcyx9J1jRzdSaHuoQuNXMWAcFVHJrqZrwqsVKZxoTqfa6vumXhdUNLOnqaxLBLlM5/8JHJ/JYlABaH2C7ji+NdBcSKaonjLDyPLGefw1NY0ATbQSzzcgZ7QmXUsQMOUH9LRtQxdExm2DnM8nTYrmDGOdI+fnjlW3h29ha6mAvatmcscZQcrt+2n+oLf4Lz9ZZodNfzc8igflzZyr/U5buJN7uERZkzPPI9ByagoKWGYo86p+OIpnkgTzu/oVPhBUGJ1+Y6s53Dw6n8iJDR0AeJrS+hZeCkdZsO5cA1n2i98b3GYa83HKRkbwdFucCqSIdOEowIwGsmOHH9AlAQ6m1D4FTHWkEHGvjfzszx5zbe5aEWGSP+x5o0IgHX6dHSrl9aSW0hd/UDWMalbj+Pi+43HoysIabxA1HVII06abGL7wlVsn2GgOLOs81HSVRMOEsyL7MetGhthq5pDFDOnP9ooUJcxp1sfnDF3IIg7ECQSC9BgMu61mG7JUBXKcERWJJehmIIk0+TT0qnT6c41UNQmb2Y96XDuRo5vY0fxDg5NmldDtiEUScEc3cmLCy7gr+ddxXNrr2P90uuwqF5mLazHHq7EEs/DJOpousb5O97gY3ve487mPUwdNtaRAU8e73A5e002nl28jn1TZqCJIrE1l1CnGnNlfk8rzS+9wgb1IA3pPlJteSVEbQ683ghFtp3cmKvglK2syMsQRgcHd9Pe8QACGuudxnzdXzaV0conSFmM9azMP0KDuYHHLn6MCyovYP9+I7Xb2Nj4b1u45OTkcMMNNzBzZnXmvrvd6LrK0PA7KKkxiouLMZvNeDxGwJBM2InFXKRSVrq7PsILEQSCaWcnZzCbkyH3ZtZGpbcX6+9fRu410NTc3JUIQhV56Wv25mRK7wsLMxwpXVfp6HiYnp7HGBp+G11XiYfDtB/ch5r6f9cvAYifHJtwVADk/IyzUuIx0HGpM4z1yBjPzq8l32HGW2xUGlojW7EHXmWB8hpltdlNGQH+krocXRBhpBm6d5OjriCHIAsSp/6fzvH/nLMCYLJYufjz91C2cCVy/XymFbv42Np5WZoFAAFbAm0S2OEXshntZZEyTKKNlOk/A1C58VwWjC6gIlLBeUMrWDu0hlP6ENOaH2dqpZEe2V/9Kt6rPjfxndcK3mF7JIljYwsjboHKUKZDbkCIoKY1kv2mcRTBgGNt4w1YTgocnPvVrN+XU0lcllxSNg+bmnPYdHQlTU3n81jhy7wzu49nLuzh/QV9vF21gUP2DVzyztvUbctuUPiibzl/UKbQrhoR+VStnJqC7dkXGjY2RdmZoDfPzcppK9Dc7zG9cF7Wx0R3kFDhPk6Gd6BYxoh5TqMLKURBJOyRGM/RWNiSS12vAwQImyPYJRepPONeBQJFCGMGqdNZGWBsypsTx949sIB/ld9CRLTxn8xeGKP2ojCSVUUHUg43yfwS7KoRMY4nhnih69c8Z97BeMJYUDSTBR0Bv2IgHjNVIxJTg/2EhBj9muF8yJrOVT0xRGCRmoHuzYKZF9L8nrBFwaMEUC22CVRlBqe4RHyS6WoelVo+JtFMnsV4zzI6gK27Bdepg4zpMcxiDjm2zEItaUak5Cw9jCilWGr2TrwXEDz4cTEeSdDV38x5leU8bM7llWMhUBUQBC7qu4jg0CKktMaexaMgfTpAedeHHF4/g4rr9qBfN0bkiiFs+e2YPGPcUL+Ti+QD3GrahlkNI6FhTTsiQafEIaomnJViRmmVaxFSOruEDAJ16bBKQ3F2hP/aQUOzRneaQBb5iXs1ty21owgQn8SRqCmTMAkaK4T52C/4EchWPDXZhM82pTTr7xY0HlUC/IgYb3wkNXvt/HL+8vEF3Lq0mr/Fnua+XY9yXv8RkCRsc+aw/81XeP2/fs6bL0/qwCvb4GMvYLN6WV66HHv8Izot6c1hqLSGPATaig1HIr8Dytw2UpUOZssDmCeltEZ1Jy4E7tdKKdYyz1Gxzcblb8wo0wFeRUHUdVZs34HqNX5bA6wpK3mJDG9CDSXw5x2e+Hv/nGI2Tl/ImzOX0ZI/xEl3C932XkbM2yY+0+lsISQbTmBTQczQLkoNIGhBdEFgPKWiryzkrt+tYtm1dTjC1bj9M7D4M2PelYgRjUQQRRGh0czemkaCgpdn82uMDQpwx8KUbX8LQRdYrhh8ilEhhC7o2BRjPA148vDXNRKPZ7Rc3r/mRSZ1Y8Dpylyfx+1jxOviZPniideqhvYys7+DBa4FVIqVjIyMcPy4IbO/eHHmc+eyRGKEcPh3mb+TB9i0eSrHj3+R1paM9MMZxCWRsOPzGWN/cPBshemY7T+vT5Ot8BcmLP5Gqqu+AkBBwQUAlBS3IkkKDocDWc7sQSMjG2nv+D0trT/l+PEvcXD3N/jn1+7mlV/dx47nnzrr+FpUIdFxtqDnZIun0z9nTPJkgj5BEKgtcCAAX5heyuqqPPb/YB13rDLGn4COK/gK3QMvss1ydoXUW+pSmooNYnPvM1/mjV0e1knn7iT/n+z/TBroozZj9VpmrF7LzZNeO1km8cILL6CqxsIRT8TJ+dZchKYQ/lfbGE87K5Iuogoa9cF6ZoYaSKQdhzzNhVkdY9QEMlZMSZ2gWWPeWCZS03WBnry9TFn0JC5VosyhQdBGjyJxOiHycPUvWRmax9O579BgO8Zf56ZQJYnzBjKwpC5AUIhiEWQeynuCO3uXUS4vxhwp5WDu14mZ6omXWLAOGBujJgiMVFpIClPJo4xECEyqhYAl2/lKSklOl8FzV4ssj6tZvUB6Q2UowHalhlY1n+c1F0+lignLMJLee1IxY3KaXQoO2Utg1gsk3D0ElIxTo6UERFmnf+4fEebCGfaE3ddIxYFvcWB+DEea9+lI55KHchLMj+YTzTWqjvz+IiKRbAKbOVxKea/OcKuPTwz/C/skka4/VX0adyrImtEtxCQbljkKl882uCe1TgunX6sm7i1As9oosIYhBlE1iKbpCKkkUtzYAFWbA1EQCCZHKbRmiHhK1zaOzptDMuVjZesRFkcLcIluzuXrlyHyQd5BYuZaJDQiOUZ0WycEuUF/Gx2BEssniKqrieuLmOoaZlciD1Mgw8dpHRmg6943EaRcBCHzlMyuAQpnvwyARW2iUJvDsBikKGcpf9SnowhmXvO/RkpM8Yrdwurjp8ifRGBdEC0l8a9S7CU+TFdEibgkfN9JUkmGXGtbkKmE6bVX8Yf4EtzuYQYC+azVjUgqYRbYPTcPSYwQ2ZEEzBQxghAy+DuNln2Yky6S2kJ0NEqFHnTgtL+aOm8nqbGTwBS0nAxUPW4RWXahi6eDGbTT3PY6n7j6IczPGh6WfUotVq8xolIJkeiwGU8yAmnF7umCRrMu8vRHKjXcssod5zXwtQszm8qKKSa6NxgLprWxEdHhYNcLTwPQdeww3P0d2PpruOWZiU7Df173Zx5L/p7xrZvxOxQE3SCIYrGhNS7A3TdK31SR45VmZnYnuWFHGCsCXd5sgbawbmZukYXYEBQFphNydrIJmbxxC6W6jDNYS8TVgSRJTElzFUoGB9nYvRnB6UYXklQOrkHWZXRRp2xaBf1NGZJs/bRpPBpOosgmHrlwFVv3XMfjynMkxQzvwJayEZNjbCndgj1lpyf/SmyhIeRUP6ZkB0nbXACuPnSav8+o5opCL648KyFfHEusiLh1hJQ5c7xCt4n6/Ec4ioMdGChZg6ByXfMbjAwLaLpOqxzDkpKRkUhNct58dhejLi+jSTuDQw9MvN538jhtR04RN5kQJJWCgs6J90RRI1yZQQLWeE2sipoZAvqP9/PH43+ceK+kpITKykwwONkUxU8yOUY02o7TlUFB/P4jpG89Q8NvMpM/AOByGciZqpoZHjq7Sk6WZdatW0d0S6bVh+rUUap0rCeMcfneDasRx2XWvf/BxGemxG/B5ZoJdFNYcCnd3X8COqms6mOWbS6xphPYGg36QTic3Zv76NsHiAYMJ6p56yZW3fwJBDEzB0afbCbZESDvE43YGs8mBmsJlcTpbDK+qTA7nf7I7YvY2jLCx5YY91EQBD4z+zMEk0FWlK7gtP80Dx9+mC8MbOTLHjeLE0lKb3+XLUfHObY5xiNyA78QNlAeO8Wlwm7WiGfrY/139n8SWfl3Nm3aNL73ve/xhS98YYJdvW37Nt7v24NSasIvGA+sQc1Ea4m06MKsVCVXJxdxmXoxt/ZW87H4+VT4DGdA1ibnBwUs094CIHSNSr6ss9Bu7PbPj5tps/XweOHrKGKK445O1LRMtj2VPTj2Ov7J7XU/YLfnFC2SEZmaQ6XEIjWAhu/TGokG49yGCwtJCmc8YfMEgz6eFqGzJgS+/RysOGoM1DfqJb4/L3POqiYST39HQ2RA8xBFZKdQi2PSoFeiRmrG7NJpLFpCwm1UWWhpBVBRcMDOy89576O5zWhSgmvHLmRBVwXTPIupTgukHZkaYGSOQipdsaCNJtA0GZ+vHE0V4Nh5VO3+MabuX7LMtJhcNTYBxQOoosy4OZeXSq/h7aKL6aOCJYvfZv68pymqmUr9NR3kJJpwdR4mx25cd1I2nrWz7RiWdKlqXcKDXXYRSGbSPYlkgG3FSZpl4zMz+zso8XUzJsboEIfpFX0oqNyV7h68CJlf+epobTEgzpTLa7yuGQ5BVDufceXLOOV3yDf9hGX5TeSZs51KgGToKRKBR9FSQ+TUfUDxgieovuhe/GlSZ3DuLuRcY2NXnR4UwbiuinAFdYE65o7OJT9hOCo9jp6J43avOo9DZetoGpvHf2deR4jZczYwa/YHpJZ14csxHKcRh22ifLy84gT5ATuvjt6PO2yM5UtbDlJguheT0M5ww9PocgJBlekeNpz6MucAmkMmNSWb6GnRY2jODLKixE/g3JlJVXhrjU0/1Gul9ZUi+nbkcp/rMS4Td/Oy+Ud8znR2NPulwEscuL0qy1EBsM1bhMmR4pkLr+COu75K97gfZRJZWln6FfhON9ReMPGaKIgscc4FIGJVeXeORtRkzLv2gSTN4RzWN+2nO99wwu1JHZQEznRfpj7NzXalBhAojLXTY5XpT5iw++ohWcqShPE9W6yUvOHllJfNpPZzd0/8vhQJ0K8az7kkjaoImkD8mA3v6HxKpDnsWHMVXy+ahqLrlFlMzHXbKQ+Vc2n3RZjMmc31xpwbOb/kfBJSAtVjJ2FfjM1uICZyooPvT8kQbY+81crYSy2cf0kVuqwj6jLesTnYJzVyTfaUMbjla6znHex6hFV2H6+tmENpYRDpjMSwDq1KAk3Njr5lwUgzDOg6gYAxT0TFjuVlG1cnl/LGgot4evHltMhTiccddLTPJ4XEfq/xLD5peoun581g3dRsjRGTKY7XO8C6desQxXNvdXv3XcXuPesZG9+OKGq4PYZjPNkxAvAHDtDc/F327jsfs9kIbiKRs/vapFIp3n33XY7NmknSZOJkQwNHbpuCPgkWGBeL8OXns3NZhmQudWWKIgRBpqLc6D/XUNyL7Yc/ovPa64kGjM9EohkCvRKRGWvNzKPw+BindmXQMz2lkUyjKpE9AyS6g4z+8zjDfzrMwP178b/RxvBDh9CTGnK+jcIvziXnunos6WamZ6wm38Hty6uRpcx9tJvs/GjZj1hbtZZr6681hPoEgQdzvbRf9xcKSuYxZbqxzrzSqvBnxVDpfsj8MJdIBpH5RuXb/E/t/yyy8u9MkiQKCgrIz89nfHycvXuN6gB5oYlAVIe44ayEwl30eDOTasw+jBA0mFCmfKM23un3QckZFUgdmy1ELOYmEvXgdGWqT672JjkSkxhJZU8Yi6CT0AXQDVgXoFjzMij6CbtdRIQouggfVHawpgcsoTJUkjjz+hGKIwx/3or068X0F2fg7jNVAzo6cSnOVVtLaOz1MbcriqZBc5WJMY+CoAo84zNzQ26SbQEnoMJH9AQPkmKbKcWKpIxXVwhHCtB1AZMtgWdqLx+VZnLa6ikRbkDZej5d0x5ByT3N2PF1eKdtR7aGSDj6WBdcAmlRIbu1iNd4GIAKlwEHa6OF6K0+mFZN04nzEUUVW3cPU9MbgCxeyqI8CwdiO1Eik9QhGw4xFEqwo38pI/F6nE5jc6qq+BTh4JdpuLYdXRWwNhsLWlzMVuwEKBnahcU1ixFbpiJpNHyMrorsVEObNEiblInCFofLOS0WEBd9WMljETJiYghdEBDT8K0X45gRriSp1RNTF2CTDiAIcEnpKV7qmUWuR2MgUImmpnM1ehQl+gH66AoCpgCvdJWBa4g785NYLSq1szcQO7aG3rHMfZjvm591rhEpwr2JVzjGKvYyj7F4ipiQixDOlHL39U4jmbRTMyUbms2typRyy7LC4Vkehn3FWO1R3Onu5JWVx0nmDKMpVvp2fhpMUHqii4BsI9W4C3+VQYy2BmopSKc6SwpGWN5Qy1yvgwe6hoy0Wq9ChXUfQkEmWm5xlRLaGaDSbifP9HOsVkPO3d9u50zVVKE4zh/NDxJOXYYnZcZLEj86iwebuG+3oXGUuPVOlPAhUkNDuC++mNFkii+aFnP4l4/iNxkR6Q937GMy88DX30dxrTHfu2IJLj/Yymg8ydXNp6gDgso0hgMXcLImypy+NvKiYxzR6igaCmErG+aMIrKSRh9idifvjTVMlC0XJAYIiJn8/vq4GTH9bgqdpABvDQv0dYk0rr2Wps5RuvVSfDgpIUy+aGyYKV1AH3djSjmoXTGFY6p/4pjz0g38AoEAkq5xWc4cXh3qYH7hfL5y4VcwScZaoek6u3vGaQ31Mv5WHpe1rKJisZ1NbjuHxiLccSpOlDgikFzt4PHw3axvuZOySBlgOMJCrBB/pJwF5mP8LfkJytw3YlamIMvbAKPthT1SgSNcQ9TeS8Sd2XBXlR3kGVbQYbFwQp/JMEXkhqqoTZnoc4r4rMYceka7k08PP8aSJd/kgfF9+FQjeKpNbkbTvk1+fgZFtNkCzJmzAZM5gdV2JWcIoJNtfHzPRFfx3t4nAZg5cxOKYsFqjTBr1p843Xo/sXg3hw7dhqYZSHZxcSvd3XM4E+vn5eVxzTXX8PLLL090Sx7PzeWV665N/5COTTcxPa0jcwap66mqZI+msWTPHsYefwIhLw8hXUVVXHw1rad/gba/izPb9OnN32f21f8iEjFSZXNmP8KOZ58DvRdHcZQ5tmmoG3fh/9o3iTz0RxyLF5HszqBf8VPjRsuDSRbekVnrHEtKMJe7MJf/9yJyH7UCewEXVFzApp5NWCQLF1VfBMCMUjdmSSSpajyZWsfX5BcnvhPVzZyclEb/7+z/75yVM1ZTU0NrayY/eoaIBeDR7ayzruOfGHXvSTlOi32QS4LZnrvDNwgYzkqBXUH29hOLuQkGiigqykSITgmWBSxsdRsb8vRYkk9+AMLdKQYVgYf6venuzTp5ZUcZHKhgfKyC6dIATY4eOixGVG+OF2MvOMj0qmfpGy9muGs+eV4PfeVnk6oUIcFV29xoOR72za7kyeRu8oMjFPs8jHkUdBHcm0vZpYhsmz2Ko+5XaEoOejKP+IDRl+gDUmCCPZ4UL+p2dgdkYiP12AtbGJ2aHnTta2GKAWemBmMQ07DklqDp0zm0eQGO8dXYijuRi5tJuHqwBTMs9vpII6uC81kWmkNZzW4iQLTfjQC4NT9BKQdNk4nn5pPSVExp4ady52y6696kb3cxJyvP55bFFfz86kv507+eYkc/9PitDG3fzv7Xt1BXvJmVsTH2zvNSVvld5M2GorGpYuDMOjthuXNGUZqHaJFEPhx/g+K8+RwtzvAH6tUSWqUBPmpNyWNcnlDJyc8lpq6nUhfR4gNo6ag7qUvs1epYW9+AcnoqoHMyWMi8dGBmku/i81MfBOAteQUnhzPNG3V1kNkJjdzxWznufZb3Y5sYUgSKTEa0WlV9hMPjZwt+nbHu3B3kDS2nUDTSTDGMDWxyVNjVNZfZlqOc6XMwfLiKgjndCOdo4leYd7aIk9llIH+5DZt4vquLxde0owlwavp7gIA5XEbpkS+QbzEW+zKxn88ErsCVmo31vflcJizHIiRoX/UPVKCFBqZyioRN4ppr5nJ806NYJcNRScScDAZyCeQ7ccRjeDvDWPIk/KnPYQH+gYOW7f/FtLFOzHW1JE+30f+976GOGK61+bUp/Ew182HcBKZMiu10OJblrBx461Vm3H4332gfYncgTP2pw9z24StIaSJ2SMwjZ1YloajB/aoU/aw0dXBSqOQrzgjjoomgt3kiVRKULSAJoOqUpUTyI7PoVzL8G4uSGWeDksbrjiSRoEjz9k5wLYe0X1OWCjFTzjyDvKQNOV2ePFZlh27/xHtlsRCqqk5UuNzRcAc3L7iZTcdk9rQHWFlvbO6RbX1Uvt1BVUEt+piBlow+dJiHTSLPzsvm+bmGo2hOlX5PK9XjM7DECpBTDsQz6PLYVUiWnYQjpzh67HO4XGNUlh+nu3cmlphBErXGiom42kEAiyVMiTjOk7siPDDVwi/y7ktfGPz6ouxx1ilUYfPeRGn9XDbtsQIa1+rPUk0HicQgOTnlLFu2jF27dlFRcRyT2RhvgcBWykovQ9f1Cd5ie/sf6Oh8kI9aXu48/AEj6ne7ZuFyzyQW755wVAAKizrSzoph1113HaWlpXzsYx/j2LFjtLe3YzKZaGtL6yoh0FQ/k+rcUloK8rnrrrt49NFHgf8Pe/8dZldZ9n3jn7V273t67yWTyaQnJCEhBUIJEHqvSlERVERUEBU7iAoqCiIqUqRK7wkBEkJ6TybJ9N7bnt3bWuv3x7Uze3Ym+Ojzet+/971vz+OY45i99qrXXtd1tu/5PWHhZZfCdhFNGnnwIYoKCtDWrsVocuF2zkfesXviOoEjuwmd2U0wEVmJeOw0b+6hcMTLtM4hTGPH1qYwA4++Qb6rgkhHasnxiUQyyqRdVIVl1mcXkfwzcv/y+3lk3yPUZtRiTRAymvQ65hS52dE+yhhODq15mbp3LxbPq89B/ReSO/+r0kCTpa6u7oTb09LScMzMRoeMO8Guui/tABtc2/HYUqt0bMNJq7SwZYC8gFi4BgdLiceTC2H6b/Xc+HiQooA4X/FAOiUHZWw7DOQaNCxxoUD0ujCtvRWUJ/gepg+dxDRPFWMGLztsh5CQOSuyADm4gEMHT2fQm8GRmXrCFguGaBRdPFmrnzvk56pPR7lF/1W+0Xc9Wdbp7KuU0U0iwtoyawS718hpu3JwRYNUjw1jdO7hO+nfTHlOTYJtsopFDuLtXpDy3chwMVlHrwRVR+aRSwD4oOlJ9r52BPOgQN9HxoVBF3GkgnoBvtNzEysCswhmilK3kXYjpbPnsTargkxZGGmK1cFeJZkO0ElZpDkFR+qSaAP3XTQLWZa47qKLkNCIo+MPj73GrfIcbhq6GmNMo7QrxPiWRiRNj6IPEK/Yid46iTsk6icwVyU0T3ha475OrJoJrxwGJc5Z45Usj02nLl6E4ziadn96Gmm56XRYhfKZqW/EmmZDtQol4tNMvO6Yx7MbvKhRld9rIR4OlRCI2/DH0gkqqwgrs9A0GFBmYrBfSq5NT5VDKNg+3T6yvj2fHFsBGhJ/GDLx7IgRRQOHYwSrVXhLPoMPr21Snxspwtf8LQTjp5JLKvV+OOzg6JFlHDp4KopiYFo4abndP3YjI73it9NUHf7+Wk4kjQ1LGOxIppMcRbugIEpbgZXBLBN+h4QhqjJrvw59zMnsaLKVgqZF8fp3cXq2gkUFX84OFKMPXSiLJ5UvA5DGKJKmYDK8OXHcqHY37y1bwzU//g1f+M79qN94ioHWZDQpG5nZw81EbE7SrroKRZI4aNAYdIi517NrN3/vnxpV63Flgqxjxq3fYuu8lRzaupnLN2xls8dPXINZR3dPGCoAvXMq6UszcCS3FFxC6VfqRpiptVFTO43RrO0pmA5T2EJsVhpmo8xVfhPG2FSOoIl99ToCn7EyLwikIyeisJpiRu4X0aq4LsAfGpJYhorBbupGennssccmKNvT3ek097j51bpmrvmzUJCeN1oYf0c4VtpQKteHFlNZcSjVE1/TZeChtm8SNXqQkHGOT8caSOJBBj8wU7LtXrzjBwj4Wsg6ehWrW77MBbG56BOcKbKmxzU2E1s0myW1l5F75Dqme1Ue2/WPCcJUSaZwxVo2jgcIqSrTbGauNgvDIpR4f88880xuvfVmcvOSGJ7R0c3s2XM1O3auRVHCxOO+ExoqACWlX8JozMRur8VkysPtmj/xnU5nRZIMmM2pGKT8fBF5zcjIYOXKldxwww1cddVVXHjhhXzxi1+ksrKSS669lnl/eJQrfvxjioqKWLx4MVVVVVStWpVyLnNPDz2f/zxqKIT7aBGmo8kXQd+tcPDQl9G0ONp4Lc/f80PQNGZ2D2Ga9DNJ1iyMOWcw/EQ9vg+P88iAzJvqMM/IwFjsIO+eReTddRLWOdlI8ombXP6zYtFb+MaCb7CmbE3K9p9dVMd3zq7hgztWULcoSVLnNP1r5sf/2siK0+nknHPOIRgM0tHRQWursFazsrJIv3I6Pd9+gjNjc/CY2vnuLW8Q8I8ydOm1KJVp6ByJfK7Vgs3vJ2C3U7hzL5aNIRrP9eG3O1C2TENft4KmrgjVnnXkRfv55ZMavj89gOkXdwDglsJEJB1n6e3EAJfOx3goh8wuK60JSpKlahYZ0hE+cG/jpIAwsIb7FoOhJeV5MvpbOVqZizsqPJzM4RGy7vwJ4QResTxSyGFXG5oMkgqaDAGLQndWiKIhKxdvFN55xriRh2vHMI5GiU5qLvchEb6YH6G55RQq8hsJJFh9x0dLaO0pYH7nGUhIRJUGhrzCKJF1YhH3DelJnwZd7gOkUtIJ8WftRtNFMQSzUDQ7Z3zpq+jaOjjpyd9xYNZsurtn0KC0kBlWqXIUoJBLTrCGetrxDg0zPl6P1VqA0+pkttzKPrWCJwrEItClZdOnpVPQ60WmBBUYLXsLyRqkaPUAJmuU1ft6MUkqT26azYwssWCGFT+NHS9C9TT0fi9OvRUJicXxaqZJ+bxsSmV8RZLZGzFzKgpN+mFiGbkTtSg+zcTHo8uJOprJQ+E5KQbpy/lDSz06TWVtUZx13MBs3e8IqWkYDHYuz9nMYU8GTb5MBoIepOFDlCWM5zFFZkdQZo5Fodaq4E7rJxhMo8vWxeXxbRxMxAiyVD8nh8L0acU44ydRbhmhNZZBbW0tp556KoaYj4btu9C3/QrZEGDLRwv5yLqM8ZibN+qvYu1oPf6+mUQ8JTgKd5G/+I8Eh2qw5RwhHLYxOlJAtG8FgaPDlKz+GXqzD990H75JTenyBqJoIfHepsV0xFvPTanuitmHiI/6GCl/Q+zTvZybw06YKViUlwZ34MkNYRjQMTz+BM+V5/D76UJZD6Wl85fibL5y2T34P02tEtqUP5NZp55G0+O/pz3LTXuWm7P3t/DJu+tIP9+NIRYmwxDiQKYwxMJmK7+86V40RYaTVjOWlUdHgqlYH49R0J9qaA8UCAP8rNx0ri45k7/9TVRhlOg8fLB+fUrnAEnVkzeYgbrEQrqig0E//0hsmkSszo3hkGfKd9UxPcroLGImD4aoC51JODoea5DDFhEVOaVxHzP62qk/7liHw0F9bzIqM+KPEN4tonh9BsiVZKSoylFzGzVhgW/JDYo0WVSKYUw0da0Jl3GhvISpdwdeBYyhbAyhLFw9y0nvFF2nIyE3oGCRIKSBMZqGcTSN+nf9FDrTOZ69PiOiMnICZXbJvuS6tzLdgdVXSDjczt6911BR/k2Ki2/CYvGjaVFk2QRIRCL9RBIVf/39r9HQ+MMT3DlIko4092KWLP4ASdIjSRIud9I5c7nmM636Xnp6nmNzoirOZpvKog0CbjB7toi+XHPNNVO+P+uss054HEB4z178H32E+aiBCKBZZKSQiqFTYsQnftWOT1yAB31c4XgTw5dTeqwt64Rk3zEfvVtEemWjDmO5A1n+71H/ldkOKrMnpZaqzoCmdbhO/ToPhGZw5a//ufP8r42sACxcuJAVK1ZQUJAMo2dlZYmmYKdkI73/I3L2vEO8qYWRa24m1tFJvPN9ANpsI6SftJDTPtjAOW+9hTUYwrZoEUX54lz7TYv55JCX/vEIO848g7DJhDTuo7reiykOpppqchxRFEWH1C9ivFVSK/nxAKVSG2VZ+wDwBzJJJ4tWU9JTaNNNJXs6VNxARE6GKi1VBcQn8TCclb6aL8/5MhWZYS7clE/RgFjkxk7PQ5oEmprR7gQNZIMn5fy70XAv0pFui5N3+AZ0gRx6/Hm8XlHOcJyJLqgNgXFAAsmEJIsps18T57I7hlESDKdKohePhspQ6TvinofmcONvnub3nhg361xIozasVnFsXC+zc/gDNFmknNzeKmrTlnB+4a0ceuVH7Hn7Rgaee49vauaJvjSXYmQOOraqtYzG7kSNiChAV8DI8FAxHYOL8NfXYZJUAoqBkVEH5Wd+F1dYmBndOcLYSjM5yChPghMP9r1L2bgBU3+q1zISleiWh4kdlz7xaWKR2GSv5M+TWhcM6TNQNJk3tCBfJZv7vXcBkGtoRC/FKLePIKExODLG+CPnctGRHzE/JMCa53RJjG7PJjxmpKJiF1F3Oz5rE2sCQWb707FpBi6U3kNDRsoqwhv/Aueffw8XXHAB5513HpmZmbjyyqgKxTnYUcLys1/i96u+Teu4eM7uWDojR84l4hHvkK97AQ1//wNdG7/O4Q/uYNfOCzAPz0avmImMF+L1nMgMhYyxCC7DU6CEQYOs5kuoXvcEjj6BWwo7O+ha8HNi1iGkgBt316msGJDwaWJx+4L5IRor7Xx6choB3/N8kp26wL7SP4bfkQxfRzvfZ8Tq5qmKUznnmSP0FSWBohqwOy+La19+hEvefoorP3ySq/veoiAsFLY2CYRZXyYqLyrbDnPz+2+lRFUAvHY3Fk3lJ5lmJJ8Hmz6J94qEkxEC98gc0ocWYg+7mDcQpXA4zv9JrFGNi1pVVJcR1aHnK6vKuHOsjR+0iMiuTjVjDuWiUyz4iZLX+wmvzs6AqLjH0uGpqUoQlSqtQ0lDqbFhGC2iEEXjipiXb2Wo9N9o5Otlv+Bn1U+kHHvA2pjyeXlgKp8GgF/R0DQNs7cU27DYx1Thwp/w2rMMU733rmgSp2SOi7nz/scBTh5KjtWXmiJTjjvZbcdgTEbrWlp/wdZtq/F6RcrQaq0gI2N5yjFHG+5B047rl5YQozEbnc6MXu9Al2DgtttqsNmqMJvyqaq6B6u1jKqq73DZZZdhs9m47LLLTniu/1sJVAoMR3DPXsL7RJQ0+8u3A2BqkrFslTEaswmMiHXAGp36PrkWn57yudm7l7ef+AWarCIbdXR1/ZWNm2YzNvbZXcT/S+XiP8O1r8H8z3F67YnXjRPJ/2pj5ZgcC+MBzJkzBwDbsqVooVEijQ20nX8BkQTtsWPlDHLvXMCyu9aSdfElWMJh7H6hgNM/dz0Vy8XkONYMCyAcidCXSDt5XhS05pa588is+xqj+2YTjQpPdEa0lZPYS5l5OychcpWKYsDUeioZfkGoFCHGiJQMQ2oofJL7CRvL4gQndUitzD+X+EDyc+FRJ1dmXcKSgiDOoIG6VuEx7fEc4MDCVMxLuteIKffvVErdPGv4CSe5xPWeOLKHipmvoItb8W/5Afdu+Ta7ikzsKTTSFFbojqq0qXPRmWYTNQlMREQeZ1dOF1FfNpKk0VfxKhE1xCv6l/Fl7abxjBuIO7tRVJn7Y0fZ3vopv+4YYMOYn+ZL7sXqEc+gGUSUx+cSysoQLGW6azFG2URJw20UbLud2EEHJdp0PofESvR8DTO/w8Z3Y18mpCbbBzQP53DkyArGx3OpSVBFN4xnoSERfGEd81p7McYU1ITXWlxbgeu0UhQtzs6hd+kLtTLcu4WBoI7tkQJIlB2HjDID8mQ+Aw2nOo5+dHiiCd6eSQ0Tny+4jG3uhTyV4GFJV8WYhVYs56m8tdgNMcrsImXxXm81khrjt4NDXF9vJ+tgMfZGN307hPd/XumHvNDfxqGhmQSGGjjPD/kM4osbUWximsujcebMmYPZLCITw10dvPzOy3ywYBGE4uhaku/VsC6VAfOt9GH60g4DEvLodPrMMzEm0jo9OoVNvhNXF5lGZyNJYNKSFQoSErYe8XsEsvYTdXQjhy2Y/yihi9swq0x0Odcda5YnQfflO9ifAL3/drd4L/Ijn/JVZTMq4FhZSOmfvsMH3/4NPqONvoEhQpMqfKInL8JvMiBrGsZ4jNFRA9Pf+ZDP97xywnvP1Ums+fR9VgRF5Y1BNjPqyuCdVReDJLHi49d49ms38/rPf4h8MDXSZrCngyqjjzmQExGJku1eTj762V1mY5Pw7TW9MTKKnURPziEAXJA2m4Wli1IW7HpDnEfSFW69+WzGDkexbBngjdtvINQY5MxzvgYAAQAASURBVMXwLMZO0FX6QHfy/dy/TThAzagowNY+L+OqWAt3SgeITjK6300/kHIeSZKYY9GhL/QwakkaRwoQVCH/wJcxJ5yltIuqiFeLd9t+glSDR9Hoj6nsC8a5sU/jh7tEev3iLmFUzA71snwoVSkXmY0sc9spyL8Sq7WCtDTRXDQc7qKvX1C4m835ZGcdF8FIFDSYTLksWfwB+flJcov0tCUcL7Ks56SFb7FkyYfYbVUT22tra/nmN7/5mURz/4pk3HwzAO7Pf57xRKdn/4cfEmkWYXH3hRciJfBVaU/rmZ57H/GoGJuTliSNMcmSjuFbZ5BRI1JXkYZ3+ODAveweWUfrnp289+yVqGqcxqYfo6phmpp+8v/43v+vxOwUVXbSv5Z2+o+xAlRXV7No0SIuu+yyibbm+rQ0rIsXTdnXPKMWfaYFyaDDtvRkDCUiX6vLyMC+bBmlpaUT++bk5HDqqacCMFAmtocT1M+WmbNQF32ZjoBANU7XdVCoDVBn3YBF9lHljZOTnVQYRYEihvRj9MseNAnsOo2wHObV0tcZTNBq97iaycxqY3F6iLQOsfLZlyYNMc8bBzC5otgL/FQ6YrgS5aftOcGUsPV5n+aRpvTxrPVuZrgbWW4+zMno6elbhtQgJvc2TRJee0zlo5kWDodVdgcFAZvJWEpzlTDABhy9+MxjRLzCwx0xG/jA9zekziZ6Zj46cc1tQZlG0wjfWvfdiW3hhcso3SrGRzJZOOOW2xnJKwIUUNLRSyemlL5IGuIWKckXchGp+6nSKLM5zHX8nRmaMEJb/ULx+tZ9iCUWZ0b3EKpRRETKa2oxV6fRUtNIq18s2karjT5LHke0fLrT0pAiYTRZ4pBeRFvmKrmcVtFM2ORiCYu4028mPz51uu1MW8CYJGNTIV+R0dDYoap8q/pO7i3/Msuy2pFRGQg76Aq4eDh8BVp3MpIQHBQKye8wcMhTwLYRBwPhDvqCLwEwHLbQ2SuIsY4H2739mwcYj4bZX12Dcf8ohknGSvC4deSIYuNpXSWHCoTxUNEJsmpEBZ4vhNdsFzJ8+Gza3v8+Yy1iAc0+ehXeaAJ/Yk711I/0F6JOwnXlGT7PVmsusXGRbskeP7H3G5HBFdVYPKxQrjVzBz/nVul7tBQcJuhoQjPB3RfPRy9LFIW6U47dYVCoa9qfsm08ZiVz6xG+1/Iof9v9TZ79YbKx3f3TS/nSdd+j0StSngWuKtzeUbx2F8ZomNLuppRz6T0CY/RhtIJnhosxxJwTEUeAupCM4ThyZ6MEaToJmwxMqj4EuOmTAM6gQuVeAUhw6SRKjDItuXr+tNrB2/Y4kgqGvaNIqoYW0fjjjPN4K28xQUzsiQvAaV1dHZdffjn942EGfcKJMgOLu4ThdHSSAf3g++3k2fIIyxG+Yd/Ot4ofYu2MezhckdpiBKDEJJN5ocprdb+m5cz1uBK3P6ZMiizqZXRpZjxDItrk0E1VUF5FY29YpSOqkbHFQ8B7kDZTP2UV9/Fd7Xv81qKjwqeSGxHn/brBxrvzqrDpdaSlncSSxeuYN/dpcnME8ZjHIyIGZnMBGRlJTIguaqd453co++QXzLQ+gbLLQHXRD1i06D3y8y6jpORLU+4NhMEiy4YTfvfvkMyv3Ebxk0+ScduthMrKQJKI9faCpmGqqUGfmUnatddO7B85OIo9EGJJWz/Gp59HdpdgOPNq7Gfez7gUwdstGuuq3h5WVM2kcvEcAAZb+vF4kka1RmoE+P/t8h9jBZFfXLNmDbW1qUDC/PvuQ5rUQwIEgdQxkWSZ0mefxX3lFeT9+MdIBgOZmZlccskllJaWcs4551CZCOv1mkwcmDWTozXT0Ofl4TzrTLr6RwhhwUyYS06pS8k96lf/hGuu/QqLF4sF0KyYedG4lUMmAYbLjucQMgTQJnk/w8Zxqmo2U+UVuVL70nycpyctf6VFQ6dYqDy3i4o13dybZuG3bXexeHAGhZd1k143ws6aMbqzQlywJ5u9J5ewa04acy0hHsDKI9jIVU340Hg5kbPVdwTwWFMXINVQzDTfHABc7h40SSOUiB4FRuHMW39C+Qo7kl54SwGq8EvCMxp2J3PAXaEoWYkW5wpQOn8RY/oC9CSVUK88Sk+iDNmuEx6VrJVRoCW9oC+R9DDd+ke4U/oDF/I+5XShl4T2UIck5rb305gPXHoOC557QXRlBKrmCABnyaw5E+eJBoOkzRVKWRfLxDQJbA2Qo+TSoc1me8aZGFQdKBJX+01kKif2Jkri4loDOo2/Dwvv16/ayDIHqXSIyM3+UDGvhhYjKypa4m2JBQ3o1SqOvljO1p4yYqoMkkRdqTDQOgNpHG0TjLGRFg9aQpHEo1GGuzqIGE0Mpecij6dG1zQJ9hnF73PEEAcJ4qUOIpowJqyKiDYEbDLBxVlEsl34DTcQGS9icP+lDG75Gru2eaj3tBPXZPR6L1pMGENxTWMgaKdt3b34dt5ETv3nMGui0q51XJRPW/uqOJE4GWeaV0EGvjX2+sR2dcYDHI7cQmPjjzHpdVy2sIjCUE/KsT7PGKCRd9Ig2bOTnvquWCU3Hv47p/l3MCO9lSUHdnPSYC+nZTjZ+s4L+GLi/cowFxGRTJz7zvN8+amf4wj4uPG3f+Liu3/IKVd9jtmhHNaG54GaSQgDvkR06B+JSYLlDj2rnQYqzFPZP299e5zFo0ljwl9kZPziQv4SbcMpJ/iNJvWs+qB44cT/XWoaj37Swfz585k+fToHuj0AVNngnPEBMpFRgKeJcP6cfAw6ifpeL0ZVRHGPurdy0NaEFHWx/rSb+CRzH4etrcQuzUCXbsZ+cj5Zrmyi+jDd+hZKForjhszJVJ0hy4KqaIz1i0iY3SiTnjBYjhk3fhWiifdSA9xjs+nPymLmaQ9w/cIHqDzpVAx2A3/ZGuC1TX6ufqsfy4HUpqYAFmtpymezOR+DwYnVWoHZU0Hlx7/D4qnCGM7C98IA4++0MfJkPXZbFdOn34fNNrW8+b9DZKMR26KTkIxGFKcTy+LFE9+51grequxv3ok1sd37/POc0thNmjeAseosbCvvwWwRRHxZTZehGxHgbdXbTfj9dRT2N6NXFEaPutn90W+S15U/uzXJ/xPxj0Xoa/b828/7H2PlH4ghN5eKt97EdYkotTJVVWEoLEzZR5+RQd699+I4NWnB19XV8bnPfY7i4mJycnLQ6/XEFIUjtbXsnzMHy89+SlNXF3/9618BqKkoRbf8dlLCG9PPw+FwcNppP6OoKEHJrpo4YhCee0bcQamWhStu56edN7FifD4KEmP+NEz+IjQ0vNNkfJEDNJ72BaJWEarNbLokcY8Pk9e+lqpwMbf1X8lHSoT6Ej/15V4+WDiINZ5N5r61ZDdcSUn7eSnPvJf4RC9NXW8QXbOPZ5fb2TgjQcql6bGNlwKwRy+iPj6rUOYG2zAtu3zkzRLPNLj3POrSn+T+c/9Mqb0ERZcsqW0Jhcm86CKMiZTacGMjhv5B9CFRUh4hxjvGvbxr3ItJ/ygu/ZOo8lT0O8BhFM7Dx26pG+0EDsXMphHa8oJ893o9v5zdTTjRidVsNk80BSufuxB7ulDSGrC9WWAd9INd6P2elPOlq3ZUz0yKjwtfLwmOcVnP37mm+zmu7n6O3MgAq4PdrFCE59auV9B3BkDRKE00frTbhLLq8jq4oF+AU9udJfjcIgW063E9EU9y4ZElGWdM/N5SxUrGIv1E1TC9qLQ9fZCPn93Lojc/orlkGr3ZRWjxE3tY660xnsqJoyxIZ7mhi5MHt1DeuiVln4A9uYSs/Vwdl39rPihmRrvrCFov5HDUgicijMXO3j9yKBZgTyLPHvPnMNizhLIzbqV3x3sAjCvCOM/qv5GC/Vdw/I+VyRBVfhVVjuJ07OZ4GRr+AE3TqMl1kBfuR2+J48iykTN3mJLV3TiKAuTMHSF/cRPViR5WGZFxRuoFvipzup9fPXcfX3n8Mf66uYWG9q0T53bi5sni6zh0yleZdeoazvry13Hn5JItF5O/J5e5aSvJIY3fucU7PBQXEbAufeo74J/kYFhtyfGrjkHZKbnE0RjQiXtLB4yTUicnjyjc8kofsUO5PJiVyv9zTNLCXhYMiMqgpngmTz75FI1NzbzxThMPYGFhUz21QWE4HjFoDKFRm+fkpDIRXWzqFo6F3i4iRwFfLpubPKy57Vpmf+MsyubXkvethbjPqyDbKt7BgeAA5UtE9LRzNEJnRNy/sdBBy9E+lJiKxWkgvdLNApuOWrPMEpueqeYZhOJGBg+pDB5w4nBMR2czkH5lDdkxjcKQGLvQ4RMYK5NYpwGsVoG/mj/vOUqH7zrhWEU7fcQ9n52a+/+HpN98M7LTiW3ZMtwJTIwkSVjnJyqT9iebBFrmnZpyrKwakFUTii6I6hOgYuvr+6ntEfOq/nUfkXGx1kQjA/xXyLt/OMArv9zDUKfv/7zzvyD/MVb+D2LIzyf/Jz+hetdOSl98IYXG+J+RYyR0k+XQ+DibNycp6ueccpbw4s9LlNPlzwW7OMZgcHLddXdNMO66o24AnJoVh2Tknp6bmReYx129NwJgTIDaxk0D/PX5P7Nv/1fQdFHGZq1DQyWt+zTyAzeQk302bibxxvQvwD68GpNqxK5YOC3/GnKGTictgeafLO6xbdT4kmWS+nY/LVl6Ns0wc3zgYDRhpHS6xbgZ7IN0HR0jGBSo/sDQbDa/1IKkSbxw3otMdyW9iveHvawdjeJWxcL35JtvstPj4QmLi2HDc4zokpTNXv1BJClOTyAZ5nyp7Rd81Pc8u4fXcU+0i1E0ro/dxfdjn0u5R1W2Urx6kEfOE0vnjkA9mw6L+5vcPr5nPEy9lsWbOWvY5ZrLmN6FSdYoHG/GqNdj1YT36FDtWDGRNe6gdDBVUZUH+siJDnHe5Rfx5e9+h5dvX0XtqXOxRRIAZYMwTIoCKjdc+VV+kP9l3nCdAkAkKmNRxcJ6xDyN/fKJO6+qqsKYT4zZnlXXM+LK4LksPxecYuOyrDjfcmr0pOfw6ppraS2pQfYkUy4zIkdQspORqIXTMnn0+gVcmRvklAPbWWiahqYlPf2+vGSKLdtkILPcxfw1pRPbdMYaRiPCiO10zaQlYKRvUoVqLKry9osv4+18G4suirVMKD8JCVdoLcu2j1HWkcReZTHI9OoM4vN70PQRtEg6V/N3vqk8hSTpicVG6WrYhP6T56iuaaXuuibKL9hN3klDpFX4KD0zGW1xzRCYACMRPlWK8YxakfUajZVptFmCbHz6rxP72vVppBtzqbBaePLGxZx94xeYseI0NEVl7JVmiCQNEOdoAFfMgyVhgLboNQ6UJ8cpZtbIdCkMFBpJtyaxbbaoRsvrT/Oq1E5brnjmDL2YN3tdMv6EZs8NqeSrEtP74xML+EPzkuy9xb5B7tnxJAABTDwdnsuv39jOdSMqJ2PgC9lzKU0AhttjIqKW6zJz+nQBdlTCqQ6Z4q9iZ/sobrObTEs2zYN+tIQRecxYGQ2PkllmI7NIGH2dCdCsvsbJ838XRQlDme2EsyUsskSVWYdJlsjSi/feaNGjz0tNU9a/3T7xv7nCTebn63CsSNAgtI2jqamGrNFTQFrHGaBBZuZqMtKXo2kacsCG1pZI46SpHF8+Ez46tZR9snjebKH7rk/oe2AnscHgP9z33yGWhQuYtmM7xX96HN2k9cc8Y2oqTrIIPZFx7XTM05KOXtjdSnDBJGoGKdFSJKKj+c0S1LhEJDqAz1fP6NhW/l0SGI8w2CGMlP7Wf9yP6F+V/xgr/6To7Hbkf6E51WQ51ovomNTX19PdLVIZpaWlyb4V866Dmz6EK59P2d9gMEwAf4+JS7Oy2D+LmcFkuPyxlu9R1CdSE2POZnLzmojH+zGZ8ph97q/RLxALiOvoSnp/vBW6k974d3u+wE2DF3HN0DnM99dimtQoUFHjvDnyAHtG1jMc7ibb+AYyqcn3gl2NIEn8fWmyaK497RBDti6MqpkN+qsBsKR3YC97grgyhqZJRH05+EbC9LWMY5LNzC5IRbIf8Ecw5SSfMSbLBMxOXtNlM2JI9t/ooIB1fZUcGTmMP/oSH/Q+g4rKYLiDZt9ezhh8n6KQiLo8o6ymSS0golQxFruN4dB3Gc1cSHokh1JfKUZ/OX9YL+jy7RYz9Rs38MnhblY88BFvuFfRbi1lW7rAM9V4DmHUYhiystkQr6ZdSWNdVKT+KgMq5phGTB/j3RIx1YatNby5+jLOs5fz1ZCRB4I6mg5HkYBGt8SgXizA+qEwmqJRNmxjqC8VKHnUXk2LtYz9zln05iY791ae105mmlgoRqJW+qU0ftEY4s9X3s7DC8pQZIluq0znJG9+T+0iDEfEojLfOMJj37wKbVI6Issh3pGSWXMpdcyk1r0YWREGaJbs5aqOAbJDAR6sSXq1s6oiLKlM8hsPRIWCiUqpvVSsifSdp8fFkuxxrig5QF25j9xMgVtSvDEMEQuF3RKxMTGmhZEOlkxLR5kt7sE5NAujCr16G6pFLOaf7v027uonKVwqPEdJTio1nW5S19v5CiaXMBa6Mly81jubA55c6mM5+Kwm5nr3AZBvq2RpxRfRywYum5aD1ZhMc4SPjqGFUw1SvWzkT7E4BXEx741pRu65cS4Lzi7FaNGxRoqzVDLzBb9GdUREMY5xwp013MXNje/xvT1PUhXrZ5ZV/Bb9kU62DrzGqG6EsJpM2V0xsoXfrs5g5elJgHO5LoxZiTHfrmACTsGEZyiT/MRyr9ebKU8XKY/BBG6hwG3hykXF/Pj8GXxpwcXcXCfwGybZSjxYweE+YUg8tqmF1Q9u5O+7xfqVZkrDkMBz/GT9dk65RrB7j6saksPA+4cPkjFQiobKh+ZXuKvlx/SZRwVBHrDQpqOp5F3envN7ni/4LSOTmG0D3ihafFKlUFUazjNKkUw6tLBCfJLhEG4aI/RkhOyGq8jwrGVm3e+Q0DP06H76f74TNNBnWSj89gry7llE+hXTcK4W667ntRZ8G1PxTcdEDcYmWF6V0TCBXf1omjZhrCmBGL5PevBu6CTS6jnhOf5dYj9l2aRPErarH0QZE++vscSJpS7J4CuVR/FcpzB4t3hXjKMqn7//VwDEAgai43Y0TWHHzvPYu/daQqETP/+/Kt1Hk4Qvo31T24j8P5H/GCv/DbJ0qYhgTJs2DYPBgM/nm3jZr7322tS+FYXzwZE75RyLFi2icFIKyqlZcCuptMjF0Tzy/GJRD6TXk5EuXsCiwhvQ6+2kzZ4DgDqiogZOXEJ5yejpfG5IANWGwz20+vazffgdgl6NJu8eegMPUZHZQGt2HFPuqxgzPkbS+WAoylWvPkZjgZH7L0pjuKCe9VV/ZaV3IfPlh+jWzWAgwbKSViXSOErUhqYIZfjKB608+/NdOJ7oxxRNNYT8/SdG3G8nuUBvYjG79PMYtOZzyLObofgAsaoagsXVhLMLcZo0zhtZz+xYM7IEW5WTGI3dQ0A5i6g2iz3xK1g6sIz5w/NZOzSXZYZ2ALrbmnnvkYe4/89voKQ4cgnKbFMeIVMBn+jm06Dk8XGskqPl6cTQsCBhkaFZkhgbEeEEl2ahoSShVD1++td3U9cpIhsbFzqw1olQfF+zh7p73+dHvrlszljGXqfAIe1zziQoW1ihq0eVdPzdsYrG7/wWx3VLsOeFMKaLxWskYqVXycBwxAOA/qgH49ZBiKWOrTwURgor2KQYv7jhNArz81mYmXyvMhOdc6trFzO/9CwkSSJDrScy/ifStRZKDn3MC3fcxMLLLiR89CiRlhbaL74Ey5/uxRgU719T/Er6o9MIaKlh+jXuBwCIkckzw4/gNkYo7H0OvX8fOlmQ2EXVckKGdPJLRHTp9JF32fKDO/GMCqCzy1LLTFUo9HVBQRuQnTOEyTmV1XmKyJBWnfT+RnR6PuifipXJkF0MJJR6rd2MGhJzR9M0fJtOvMjnWMpwJaqAfn/LIoozbCw6r5y1pWZyjKncHPvcOj7OEu+TZE1nXs8h1JYuarOS46Vv+ZBRXwPrm//E6x0PMhoRab7Z8TDF2iivvPIKKw3N1DoifHW2wCx8q6OdDTj5CVYeIBV7Z7CI92wAFTSNLLsJk17HtUtKufOM6ZyXoeP7hQZ+MOdeUM0c6RNG8APvCSP+m38X4y9JEm6jUJJ7973LX7bXozfIxDUwXl5D3yfCYNtS+hq9rmYOph3mhrLvsq1WpJhkSWJrzse0cJhhwxAv1f6G12tFhDmsaoRbPCn3LekkDDkJAy9hrAT2DjL850MT+5SmfQVZNhDt8hGdlIo4RiOvsxuxzsnGtjC5zo6/25ZiGB0TxZsK9I51+xn5az0DD+0m1h/A92En42+34l3fwchzDVOO/3dKwOdlZ1kuIzYz7UsuQg4kHUPZZsBSl4k+24J5ejpZq04GPcSLNBS3eHfNIz4Kp4uqVClcM+nMGn5/KuHpZ0nQO86hj9Yz2N56wu+7E3T+ki6CP/4skchUmo1j4h328OZDv//M74+X/xgr/w0ya9YsPv/5z3PJJZcwY1IoLz8/H53uRFnbqWI2m7npppuoq6sjRoyPnTs/c18NFV3eXtxpImepKOLF1KcfV8ooS2TePY8WUyrOIzcmFp8d6hZ2Dr9HV+DIxHe1rgHecNiQ89/FmLYdU/Z7WMt/jS+nnpaC3ZgC24gZJDYXN6HoYuTGMmhzWohJRr7B7/gknsyx6mIzOe2LYjyk/R68nX6sQZXb3/Qw60gDaBq2kIreq0N3XKPHE0k0q4BwfhlHnXMIVMwkrLej2JzEMnIJFVURqKhjrmOMJYZ29itXokzqSNwpT82BA7TGRIl3p5R+wu9HTZn8Kf88tugEfkBdmElhppU2q5haTlmiXa/Sr1MJSRo2TaKiQxgUlb1Rlh8WaZ2PZloYcuv4aZeKRZ+clscMpC3pi3gn+wy2pC3Gofipa9kMegkprvHWnl4ebRdKVsoVinQgbKNXy0CKqlz33MPoOwLI3hi6QWE0Xd4YpK4jhKlT8G5cv6KG8lKh7C+RkhG3xXtGifb46f/FLjSfOLdD70JTvfhjY6gJuvn40BDdt30F3/r1jJkN7C3ORk1EYELSNF4evR8NHVZ5lNnWNzgl6zVyjQ1k6I5V1MiMxpNMqAaaiaoRDnhqeb2jisYNI2gaOPKDxKV2RgYEXiXrtOWcXJFo2KhNNWq9XTY6PswjMOKgJdEfRgqA6zmRlskpGcMRmsrh4TAkf++MkQ46Q2LcCnYO0/vDrfi39xEfDhHt8IJOSqm68yka+0IKGjI6g4wrU0QpY8Mh4n1C+UWbP5jY/+FqI1lZQpHKFhHK1+WkhvxHo6ncKWNRoQTcxmw+fv89urq6qDL7eeqLyym66nIkq418Z2rzRoDxoSMpn03ePpAk3nwiCVZWlAgtrb8gXRqnRP6EWVn1VNg30zcuxqBIHmOpvo1XX32V0dFRXGGRiujNe49N/b/DnS+ed9t77chRA0GDD8+kBpUAjwWeJirF2WY/QFCXxIxISPgTdKxhNWFEHIdb0ic6Asf6A4y90sTYC6lGgpQAq6ekd3QStiV5KfvpXCbsK5IOYLR7KsZCGU99NyKt44QbxogPhhh59gih+uS6ofqiE4bsv1M8A0E8g0G66g8w5LRxcP4MZi+4YOJ72+I8JElCtujJvWMBmdfPIC19IStXHCY/7zL008S8CB8+TEahmGOqP9UhDgRObHwcL+/+/kHe/8NvePaeOxjrm9Sh/egoz/94O0e3iPc0e86LmAueYe++6yb2iUQG6et7hUgoSsgX5bnv/4Kew5/+0+Pwv5bB9r9TJEmaqMc/55xzqKmp4dChQ1NSO/+MzJgxg0OHDlGvDiBnH+TU6uUcHmnB2aBRqCbAn5KCbBQLQDhs5eOPjlBSsogj3U24RMExAFk3zUQxSLxm3Ilq/ZRyKZOLR5N0yC9PP8CqETu7po2wpF6c23T1b3hqx8/RGZPhPlkfwJT7Dq2Ac/wNhmyL6TSPYgxDViydZpuEFIxj18v8uf4KXho9naUF27mlZA2+zkfxm1Zgn5TzN8ahoMFFm6edogKhBJyeGryuo2iSgjmcQ8jejZZIRZXH62mMlaG3iEUs7v6MHheJuv4KeYQGKYCmWZCQeDrrMWLeE1eftMiFbCi7RRyuaWjHcQPoEretSCBZ9NywPUxGQKG71Ex1UMGpk+gwqCgSHDYozI/qmd4d487zStj2gQDKba8y8asb5qFs7iV9tot3Fs5m1a82plxHlXS0JKoV3DEPMhokgLG6dh+jmoOWvBLy84SB2hFIpyoYAAOMKu6J88wOROjrh3fbPBzzGfWyxBULxSIW7fKxcPcop6BnJXpygipjryRLdGWbAZcxF8ahV+1jlk3h2PIc6+5m986d7Fk4B6NnGOLbMakzkSalFGst66mSX8d7cC7MgXPTf86TQ38CYECZTqbDA5qKLf42b/Y3TUQQGG2CNBdpleNUX9g+cb6/3flT6u75NXUehR8fzqEjQZURC+joXF9K0COjRPS4R9fwy0uWsnx8PSMfp1FYV8YFfAspQ+WU8jnYr/kcQ/sbUPb7ULQ4edYStg+9h6p5mZb5Nh+PnwLp1UgRESnwvNo8UWlnLHTgOqccQ5mLV58+wPgknWfXa6jBGKEDw6hBEe2JD9RjLAuB0sBAtpMrT1rFKR1RfPVecAmFaihOMqfu6xRl6PGwi79VnoNX7+QrEQ8VgNOYQdhzCFlnorKsdqKZn3XZWiTDVANfV/8KY658nCXLkSzp5HfthBlr+OWIi96//YJ7LrqegD+JBYtGOrhtzsvoJIUNuzOAMk4zCqzP/v3DeL1eCgayac6BmC5Gn+sA+yI7KGQGnYeEsdDtOspF0y7kN73JSpR+0xA/yniCAxkHyTBncJP+Jj5q2I1XtxRduigVV4HNzV4y/lTPydfUYLIkOJYSxsoElbwEk6twFY8wMMJHxPXTL5+GZVYW0gnKpt1rylBGw4QODhNpHcdUmtoG4VhkxVTpJtI+PjHnAOKDU9sDxIdDGIuSkUktruL/tBfLjAz0mf86jMA7HOKFn+xAZ5AprRU4wZoly9E6xbuUfducz2w8qNOZmD79PoYW/I7h7b8nfPgIGasSjVxHbZRmn4vPX08w2EYg2Px/uI9Bdr31Ku37Evxf8TibX3iG02++FaPFyruPPEUokIajwI8SScNRuIvIeB6amjSCtu84h1hslL4du/G0LSPiOfRZlzuh/Cey8t8sBoOBmpoaLrnkkomy5n9FqqqEUrXF7dhLcyk8t44lF53Ke8Z9E/tIcjJa4/Hk0dnVxUMPPcTLr74yYagAHDw4zLNPvIwr5sIdyuSZjHdSrtVrHaHv8hIaiv1sqx1h48IRLqy/n0HzZ9OFF3oCXDC4ATkuPL9WZw6R4TCmTwYwbxlENxgmELexruNUHtoa5f5DGXQbp1ajVMb0xLxGahMpEn3cTvrIAjKGF2HzlyKpyWf8UfwaDmsRYtrU17nD1oGqpHqlkgQ1pgP8xfQxO6Vx9mgWVEnDpOnZEStO2XdUSy74Blvq+WUNvurR+KLXTF5cwu00keVVkBVwDSRyxXrAHOPmmU/SrReKLmc4RkVHmKKROHEZPp1uocRiovz0MvZW2Pn2ywe5/bQqcpwmllZmsHJa0vjKjgySFR1JYUiQIypSVOVvjZdgyYiQXuMBYLunFIAj9uqJqhp7zwgrN+9mcnD74tpcijPEcw798QBWJO7Dyrl5wsuP9SR/b/faciwrxHkD0TFMX78dEmlMj8vF1qIiInmlqHoDECMeSTYIder6mWV7m76gA29TJ76gEbtuhHm2lwEYnP5duLOJwJpH8MYnGSoJ6dqUg78/ueAHBs1EA3Ese7Zy3eFeYh4ruqgIjXu77VjHq1AiQsFVGCvJ8juoD5/HXst03uwz44mIqFnb8u1seKqbrMZMFH0pnVoaLv1tXFr0OFeUvIA9y8/ZnzxIPJDaX8m7vkP8xoV2JFki5DYzfhymME2R6PvJdjxvtOD9IBGFGjyEubqKwl/cxPxvXsbnCrMwukXU05hRDJIOfa4I1/s33U9LRBiLCwLDeA0ukCSa0xNGvCEdXciPrf0I3e+8TKSzk6ZTT0UNiO9jHZ8SbReEfD5fK5qng2bLKFtbXyPw/l0s6dyBKdFT7NmDtfzo+bs5ePDLE/fv8WxHJ4n3No9fc3Ju8vcEaGtrIzPoYqYvCfbeY/owZZ/29EPMrz2TAntqw83dWXuJyXE0j0bzwWZa/HPZOWZhW8sphBMVUwNxjcO7B9n1TjIycyyyckzc55ZTcN8ybItEtEAZjxD3hIn1B0SzxOq0Exoqx0SXMCKivX6e3NLOVY9vw5dgsT5mrOjcJoz5ybSLqTxp1OgzzBOfY0OpAFz/ll7G322j/1ep4xYfC9P7460pjsCJZNc77cRjKpFgnM56ERXLK5iGFoqDTsKQe2K6/8linpFoKXH4MEWJNFDnwYMUZt1NRfmdAAQCn22sxMJhnvv+19n7rujRZUq0GGjc+gl//spNbPrbK3gHPiDmf4nilQ9Setqv6diwmrb3f8Tw4bM5ePA2POO7iSUoAIzud4iH9wIKsuGf14H/MVb+PyZ6vZ41a9ZgNptZtkwArhwOB/n5+XyqF5Z32mXJhcM7LtD6fr9QOJ0JLECTfoBt77bSm6CMl5C4uHUqKVJney9rS9ZytNRPW5afgJIKmpqTNYdzSy4jOiqqeLr1BuI9vejjfYCOt0vKMSSaofkSXqlqEwpkU0xjt6+cgVgSX/CSTXhFblXmCp+RaT3iuw8sx5GEqclXd03AwrhyFn+LzGd9tIpx1USfSRhLJYESDmYO4jV4GTWMYR9PTg5NUvm7rp1SXykALtXFYSWHg/FkiHShvoNYjYtYlZNguljUHEA18KOABb1kxaZJrFLMlBomVXyEE2WxBpknP1fHkvwDnDPrGQDyFJlNfxELz9FSE9+eWYimadz9ykE+/8ROdrSP8usNTbx/+3L+dtNi/vr5k3j9y4upkYa4SN+I2e4gJE/10loN1dzDA6RXeQCwBcexxf2sGVzP2oF3kDWFBp860diuNNhBTrifU8IiGqOG42iTMC2us0pTFIPzrFKsc7JRLUKxSrEoz+7cgfuN13BcfBFN1cnolGIWC5oWqye3wslJ80Y4y/UtugNGto4Xs7G2iM5EZVuGXij94d5h/nbvXfzhvsd4pk1w28iTlig1pqPlrWKiI3ZUBXq2CAxUwxuvMHTgMdZ1/Q11/aWMfriY7k152AxuVuVeycnZF5BhzufUgTi3TnMiJVhq9EFhBJrcPRiKNhPWYHdQYSju5m3Pd/jU93nWeW5nPJ5Lf8kiRnb8meCmB7Avk9BnJcffUGDnpZde4q9/eG7Kb5J9Anp51dOJcRJ5JAhlKAbVgeP8R0GRiesUusudxPU6jLE4uUP9bP3WSm5fXcUVZ4ru4XZDGrp4MvXQ9I07UEb86LNq0DSVyNE3idS/zOj+PzO253ExzpmZHDhlES9VLic94uNnWx6bOP799lNPWNp/TC6ofAuYiu24qrydXxUGccrQ72hjxNqLzzTC2zWP0mQZ5urH6vnLmX/hi7O+yAvnvIBZl0xJ2+I2TCYTQXP2xDazljpuhz7uYbRXrD3mChc6l5hrhgI7tiX5SJI00TVYGY8SafIAYCx2orP9Y0K38AGxJvobx7j3jXq2tIzw3qFECt0r1iOdy4Q86TwZ188g4/paXGeXkX7V9In3IT6UjLbEx8JJIkaNichaYO8g/T/fiRqIE9jRP7H9eOk8dIDm3SL6oGlRPP0d5FrKsH+YqKzMsyHpp6rwoDeaUoljni5A+JGWFtIzsiiZNRdNU2nY+gkOhzBk/P6jKMqJS7iPfLoR/4g4n6yXWHv73cmxC/jZ/U6SAToW1DF4MJOYfy0AI4fPY3DoXXbvTrYlCPRdgMGyGKPzBvTW0054zRPJf4yV/w/KvHnzmD59+kQ5M8CaNWs4ouvhRec27LOLkKQrGBosYWioNOXYTw0NbDAcZJPuECPZ21B1UVHq178Ux0gZrChEA54xbQMgqA9yZeaVzM6anXKebGM2v1zxS54++2nuW/k97lh4m/jCPMAWq1DEYWkxQxYXHDehzp1hYPJadMgYp0enELHtwmDsZsgoDKsiRYeMoHPfa1YYdbTSqo8TkDRkNYmrqInpuShgQq9Bj+rm1egsyvxJcqzZY7PJC5Uwret8jJEMJl+8Sj+MTYqhaBJvxQSgsVHJIq5JjKoWXNY4SokdpdyBlOCO8M1wk5GXxvik9HRBCFYfSk724bhGTNNIQ6JWSSc760xmFG5HnbTQy7LEfdfP4QtF2bQMBXhuR2qzvJ3tyVRbbZ6TWxan8Y2f/YjTb76VeHqqlwqgZlnooBQ5S0NvjWNSo6wa3oRFDVMa6mSm9xDjJjvd9mwWju1i7cA7XNr/JsX1fnp+uIXeH6SWMBoKHbjXJg1fQ1aC2C8aQ0NE36Pd7Tx7z9fZox/HW55UQGoiJefIdHLxNxdQeWkRmysK2JGXiXPpGLW3NNFTIPZ36ISyGO05SH9zag+aMsdszsj/fHLMVCPlO3/EkWcrCQ6Ia0SjQkHEtSh7u7fR2TSOpkq4CvIxnDWdF2cJA3VNf5SmN15gTeYYi1QZnZb8AY2OQfyTENQepZD9wfNoCq/gmeFHOVx6DQeqryI+2ozm7yHzCzOxzMrEkG/Dmz7O4YNHsAwfRyqmRVBiUzuNK+PdmCpSPUp9xlRq/OHMMI0WMXeqhr3IkSgZQQ/Xz8/CbvYSR0En6Tm/+Ctkm0VEcLijDdkhoipaYBgtNAqxIPVrzsCeMFI9aWkYtQhHlgkq+trRDp5Wv4mEiifixhc9vg2ekHDcSIZ1jLS0PrIGBzGmiWeoqNiBxexHJ4Fdp6LKCi/N+jl/m/tjutKOYgrVMDtjK+kGmdvm3kZtZi23zb1t4rzpkXTOOOMM0p1Jw7g1EYUcNit06RTiMZX3Hj+EEleRDDoyb6jDuiCHjKtqJroFH2vUF/dEJvAnxhLnCZ9lssQTfXb0k4D9I4Eo8fEIwT3C6dE5jSnRFNmkwzI9A8fyQowF9hQcDUCoYZT+n+8kPAnTEk4YUMcicsckdILSae/wIC/9+Dv4+p8k6n8TJXIYTVU4KefsiX0mV/9Mlr//fBcvP7CbgTZhKOlzczEUFICi0HDSIqoPt5DmD9G0/VO2v7QOOZ6LpsUmeirF4z66u5+ht/dFNE1loFXMyfRpHuZcP05+zfTUC6rJkvPQsJmx5mtTvo54k/1/AgM1BAcEWF7WuZGkf54Z+D/Gyv8Qyc7OBgm80QDhcJjWljKOHl2OqqbCkgJShDbdoGiRkei7oo85kBL0TO2BOAdLXIwlSir9Bj+jo6NMS0sF690z5x7OLD1z4vPVC2dgQ4DVdJYuNE0i3rwYeSCETk31xL6/ajEVtqQiDsrwrCPKTMv7XGf6FNL3MKRPAtuaDSpapom4rZt30zppMCg4vJVIigG7N6kgvhCPsiQBw9orJT0cWTFhGREehE414R6dPQVg1qO4OZKo3vBpZl6KzOHtaC091iTQUgqL8YoaZQpHTgykK5iWxryzSlCAeIHIJYePjJKTsxZJ1lDSRPVIl07hzSqNkFlMwY+OTiVo2t0xNmUbQPXiZSz84rdStpmNEZR8K5qkwzfoIKtOLIBloeTCWBpMRNEMIRZ7BEBb0uIMhDrQQsnyevuyArK/OhedzYCpwo2hyIFk0mEsEc8z5vGg6YVnax4QyrjpaDs1yz9EpxMRMMViJ69qGosvvByA+vo7cJYNkztvhIxpwkvTzQ/S7E/HKg8TjxzAPyT4ONLyj4EeJUK6UppiSaNc0eLY5HRc+hNzzEiJ0mRZp6fu82toi3WT1rsVBY3iADg0M9n+Fs7Bw/Ch8yeOS6/+gLEzv43B3n/C8wIEbXlE87JobNrD3+7bxcbeING1o3z40jNkDibLSr2uoyy6Pp2i6kaOyi8StSQrItTAMMbiPIyJ9hvHRDbryfpy0iGQTDoadEcIecdx5eRS4RDv4QcfrOc3v/kNb776ImOSUIwmnYUl2eJZfGYjo9lCmSi+JKtyxpF9GDQFn8GCK5F+vvvsctK++DkALKNx0hPA1oGxLORGA/v2nZESZQkGhbLOyWlB0jSiHcMMYyUnN5lCmND3EqhxB9HhVVyd38JNM59h+/ZzCEdE6e8106/hu4u+y121d3Hbybcxd+5cYkpynfjQEmO9JcqTpiiv26JEZI2xvgBHPu3lo4ZBnm8bJv2SavQZyQiXLs2MZNRBXCW4X5TOG/P/cZrkRBVAAN1jQbzrOtBiKjqnEUtdJvaTC3CeWUL2bXOm7G/MEwZepN1LT/cLHGi8ibghFbA7+txRxtd3oEVTqSyi7an8MqO93Rz8cN3EZzXWRDz0ITpJj0VKGpK2udkcL77RML6E8dV+UIyBJEnYThYM4SgKht17WdTSy0BLE7vffo09f06j+c1ielo3oqox9u69jobGezly9G4O7fwNfc2iUshREEAzDKL7B0jX8U4nmpqKGWxfdy+aBvGQDU/LisTWf72s+T/Gyv8QMZlMEw3qtmzZQnd3N5Ik4/BM/4fHGTU7dl8FpkRqZv8HXbTtH8YdEi+cX++nv7+fomiyjDInmMMplaeknMdu0nNxbbLSR/FPQ4tmYTgwhjpJr88udJGbZuXHZ9egOlLf+kJ5gE5ExKDD1kdI0lDQaDIoxHMsvFwL/qxMNlhifGwwkjG0GEswGWEwaUEqEpicftUBqsyC8UVkDs9H0oQxlqZXMcSc5Pir0cWTC930YAanh4Sxku0wEUGPgkyTLw9UDTQNKVHubYm9Rpo/mZveVm2iJ13HqV+q4/zb57D4/HJu/NUp5C8THm60109Gxkqs1nIyFzzJU/Ywz9ujHB4I8ddP2wH4+84kqPGY7PkMYwWgbSihqBKkWnJEwXB4DKvfS7xTwl3unXJMcbiLBZ7dzBkXZae6RLPCA2Mb+ajvOUYj/cSsMdznlk/k5yVZIrJcZqCkn/H+ARRFwePZhsE+NXQdHjWRliZwJorNydl3fo+6VacTjY4SiQpjLDRiRo0nI1sb1BKebKkmHkxWxxTUrGDWmXdidN7AqFRGXxx0JqHI3TmCKbrMmuz6W2itxp2nUnd9A3XXN7L08mu5/Af3k11azsDAAKoWYUwS0bp01Y5Ok8mM5BDon0nHhm9PnEfTD1Fx9vdwlSf5e46XgwvOYVe4iFBwkNHhA2x+5RM8LSuT50AlYh7irfdfI6p1YigZom1pkj3VU7GFoVt8hEIdeL0H8AeaJkj2TMVOJJN4T33lEj1tgpgwv3o6xtJSWsvK2NHePnGu7kkVbPqEhzpmMxNzi7mqepPGStFHAm8Qrq2hpFQs+83NH9HmF+Bm3ahErmUIWVLIDYyhVscoKDhKPJaMYBoS2JW09F4KeruJtLbTYDKj0ylIkh5ZtnJaQpfGxucSaP4OVu9JzM4Syi4e9/Dpp0vZtv0sNDXG5TWXc/XCqymtmU1U0ej1hCm097C6+GPScw3sMymoEoRkaLIJo2Ljc4384I+7+d5rh/jmS6l9niRZwpCXSD8muG+Off4sORYJOSYrEs5OqD9AcK8wMtOvESy6w8EoVx3q4Jn24SnnMSSMIi0U52jjd/Db9jM07fkp+/k2dKL6xdxxnJYAtU/iI4mHgjx79+1se1kcOyttBWcX3oxN7yLLkjTQc+9cgM6VSpevqhobJ5VPByeVXbsuOD9lXxmoGkiuL/5eG4c/3sG4dx9en1gfRo64WferDQy1CyfHnBFG02K01Z8YGKu3rCLQ+yMkSUbTosQCYk5rqgFP8yqGDi/F1zMHgGmX6HnSHuZl64l7gJ1I/mOs/A8St9sNwKZNYrFduvRk5s6fhcNTg2u0jvShhWT2n0L6wBLSIiJSkl+SzdKzZnPRnfNTzmWPpKNDhyqr7GzaybP1z058N9c9F4Nhavju7LJkiDLuF5GMY8zipVI/e8y38MpNc8S9miyssTRwZlYLBbKHHMnHx9JyYhiwECLT1MPjjjB/cUQY02moaSaGsy4gnikiSHuNSkqTOIARYzoHs2KsCRjIDmYzHltAR8iEpulRpShjGbsYyUgC9WQ1iTExhzOZHdVj0GBtrp/8RPfkUT8YPx1E8sZEszgZXOGPcQXFsQ+f42L9XBt/Od3F9DnZSJKEJEmYbYYJhR9t96L5FObOeZK8tE4umPcX5mSLSqDHNrVy7cM/oGEoaTidXCEqr/Z3e4imeH5h4nE/ihJmf6J7blmmuEZQsqLrDXHOW89jzQphdMQmogyTZcnYDnKiQyjIXH7rz8k2i4qWwXAnH/c/RzQqvLKW3Tt4+ttf4+BH6/jkD38hqyGT8ccb+NsTT1NU/BL2tKnslIEBC+np3Vi1cUBl504RvQkk2IrN5kL6Ni7iwJ+ngV+U09uyw8QmgaUBGnaEaNyhIusmgRgtKzHYLyIcnUUUKDPXsfq8LzEvYzWzM0+laE0jerOKzqAx5+xTyK+uwev10tsrFLYnEYU4bd5yVmcuxJ+gWnaOT+0HkzP3eZwJDMK81Xmc7HqG010PAuD1LcQQyqbi7LspO+MnIKfm+de478OeMIwO+e04K8MgqwzUPMVY0QcM1b1OwNbD1m2nsXPXhWzffhbtHX+YOD77ltk4zijmhdZ1KEFxz7a0dOoLC9i56KSUa7XpkhGbaFgYLmNOFznppeJe55QgmVIVmnbODvSG+zGZ/AQC64lniAkarlO5acbTnFHyEY4KDwBZWZ0YjJMYdm0e4hE9en2MIrWZIv8gdVki5ZuZuRq7vQrVV0eg7TbCfRcCUJPehJxYBOIJnFkw2Mx9bwgw/0dHB1h8/4fUfO89QjGFH578c66seYXHLuxFkpIRiI1SUqmtTjgVBbuHGXu9megkALhhciRFL6HPFBHiUFTBH5kaDR1sTE3B/BQrFmBtdxRUDXNNOh63kYsf3cKpv/qYQz1efvTWVE4S2axHdptSmgMGMhOdqnVSEpM0SayzhUMY6wugKRr+0RE63/k7aoJEtNA2nenuxTgM6Zxb9CVW5IgxNS/ImVJZFI8pfPjUEToOJg3Y0V4/gx1ennv6EL/pNFHyySekX3/9xPdVA2OYo8kx8fSO4U0QIaann0b3ZhF9NsXimJQYZrf4DRr2THWscmpt6M2ToAJaBCV6AFVJROv2XsV4y6Wg6VFi7Tz0USeDeo2e4zt7/gP5j7HyP1hmzpzJiiumUVZYhTGajk4Rpbout52zPy8WvvbOVkoW2kjPs2FPT06o5ZdOo9AmwvGNrkb6bInKDA2+cfo3Tni92oxaFuUuwhZxcUP3fM4lOaFOkw6Szjhyv/CG2trayPOOkucb5XRjE2tMRxmQRFgz16rhlsO4dV48Og2LHEOzCIWm5lpQnQaQYGeBDhWwOsUE1SkWCkJO6mJ6VoYNVI4lcQBR5wBxQ5ARqYcWu1BgppC4ni5mnTBcliqgdO1jtaERUyJvLgfjOHeI59cbhrk0TbDx2mSYFRSTLSvBajocGubC1y/kjwf+KEB3iXz64GMHMJnE5D8pdy+3zP4zVr2IznzSI/A183P28sTaJ3nyhpNIsxqIxNUJ5tCBgdewO77Dlq0L2LP3evZ1eQBYVJbK/xKoqCKt0ockg6Ykp7fekrpQe3JqyJ5ZQkZVMlQdU6PUj4veP7vffYHB9hbW/eG3OKJOJEnCIJmY15KFFrQSCyUNjMxEyik8ZiInt5V5y9+kpmYzn376Ke+99x6esXrxG0SHySovACT6Dovnyp5mw3lcOwpJTi0fBSiYlk5mUS2gY9RmQJIkMj1WqpzzsZXr0RmSSqK17Tf09B7lwQcfJC/vMDXTDzN7lSgFdsRMZEezGEqUoBqmBzi0f3VKB2hZF2P6Bb/mxl8tY8kl05k700u+eRemxHvjqtiErBfesTk9lT/E7urgAt3HVNJGYdEhrDYfmgr+Q58yOP0ZkFNTAACtrQ9O/G/ItTFQGEGTNOSYUA67Dhxi7yQQ+imbNuEY9+Ju28+HeqEMzLIFdyDMvMwzsOodBGLjHA42ULN/X8q14oXiufPzIxhNPpRsDU3SCK5Ucdp8XFr9xpT7U8M6otEMZFlFHhXvlPfqKOWuHs4qEzinnJxzsFkraRmvQA0XotP0SKikm8X9be5ZxE+3J9eNna3NvLKni688t2/K9QAC/u1cflonRp0wRIIyvJ8A2aerMiYVthNn49YuBh/eS//gJ7y5v5e/eH1sQoyVPtvKJy81sfmlJs7+zSZW/fJjwrHk+D/ycTNvrxMprOAkI2M9TirjEugk3OeW84v3G9jdMYZvElPxns4xgpMUvaZp7IipqPpkxFUx+njQOMB70+3kfnMBA6cUEpiEi9JnWibSVrH+AB8/+UfUSGTiTrJdK6eMi6JphCrcU7Yf/LiHhm0ihVk+R8yn/lYvT9+/k7vrO3hsewdvtAXJufsuqrYm+3vN6xvlwoXLQdMIjeppb38ETYPoUAGaKqFTVJY1dLGitRODLPA/4yPNGOwXkVUyjYxpEQz2KFVLTmGyOWEwgSMcBcWTcp+aGmYsupN6ReiWl76wkH9W/mOs/A+SadOSuBK32012djY6g8z5t89lyYVJD7K4LoO8/CTo6cUXX6Snp4f0oqSxUrkgm+lukUJqcyYX5CXWJeRmTmXYBZEb/eMZf+TLnffjjNuZ7oG1tbk4JZmzVLEojBw+RGtrK/v27QMgy5zGuZF5GCYlxyOmmcQwsNrYxHJDC2foG3hkh+/YRciqTSdyUibrTnbym/Pc3L9chEczfSozuqemJxwZZtyZDjQNehUHG6xpvGSLYA7l4vDU4B6bRX8iCrHAb0JWjMT0BsaXFhCrEhM0ksD+lMQkZkdF5VOXu5V53e9SpdTz1zpBJf/80edp9jTz8N6H0WTQz3IDgqq7vmk/g6rAfehllRzrEBbgFPRMQ2ZGxlG06H4kLcCcIuERbm9uZ9/+G2hoTKYSXj1kYdgfQS9LnD8nFWi7caySDm8hkmTEVSYMAmt2iKoL2ilepiAZzEiSxC23XI/OaUSelUou2D6yh87WN+lvTYZ604zJ39utOfG8ejaWBFOuLS9AIFFOHBoR70+gz4J/X5zaqnVs376Fg4cE4ZiqhsmtE+Po6zPQ9HoJ7ZsV0mYlPTVJdiHJTtKq12NyJUuXz7i5lpKZAlA4mABIa12J1IeUyknT1/d3GhvvxWodo6JyF1lZu/HqxAI9cHiE7a0+NCBuHGPv0B7GxvPY+sl17Hj/DkwmYdSMj+9ClYbYuXMnLwYX8Wvd5yhc8RtseftxT0oTGayjSLoIOrMHa/ZRwivXUPmFv3KN/j3K0kR1Xm9fDQ3dVdh3OMjKmtprC2Dvvs9N/N/QIEL5UlyMcVBRiSVwXxVNzeT39nH2u++ycOcuZn8guEtks4uZtbdR5piJqqnsHH6XYEBEv+xXX8mQ3QJfmDdxDZc7jNkcQEmH2LSpXv/29mTfMNOgSs6QGHs5L4FJygbDrd3oJR+arpg73kjn9zsW0DQm5qJer8eo15Nu9gAwGnbT6SviwJCIuLpM49zx4oGUaIc0CXy+vbWfHHMJJaWP8gJ2DMABk4JHFvvkKDJbiXM7QX5HmAdfeouvPLeXh+t7+Q4hXiVKrwYHP+5m/4YuRoZCDPkiHEkY/w39Pn75XgNzE2mfA3PSsB6HAfEtyEafaaFjZCq+4qJHtnDr3/ZMfH7kjaPcHhjhHV1quf1Q1l5+cqiHld9fzzc2NvBp2E/HjD8yMreR+k96kApFZHT4iUNk9mbxSfpSniu6jgXzbsItTwU6d0c1BhIdrHsaxmjc0c/hT3s5vDmZ8lt59TTMicqlI4akcfZJs0hf6dPSsJ8mUvZuj4/In57AFYoQDxoIjIQ4/Gwlm/8k1oXqYhcmRUUfhNwx8U4Y7INkFtVyzl0XUrSylVnXDVBQcvHEdVRlmEVlfk5p6CItkIw8xoIfoUTe5JBVrCdFoS7yzf8viKy0t7dz4403UlZWhsVioaKignvvvZdoNDVH1dnZydq1a7HZbGRmZvLVr351yj7/kX9Oli1bxvXXX8/FF1/MlVdeiZQgMNPpZeasLqJ4RjplszNZcn4FNpuN2lqxcAwPD/P444/T4ts2cS6r00iRLpUefcboDLKbsmlu/uyafFmSOePGmeRXubn8uwt5+Lr5PHf2LCyqUGjvHOriqaeeIp4otywariNXSyNPSy6Yns44TsWAQVIp142yTM3gJE8y5bNqVEVLM6HKEn6LzLhVJmBKfq/IEZ60hwlIGgdLDFz9kyU4YgU0B2tYF6thPArtBpVDRgVzOBtZNfI3e4QRXQQJmUythAGdA71eRimz43Qmve5M2c94p5iAdXOr+VvmS5T1vs/Rt17D4/EQiCUXtgNDB7he/w2GE96v+y9+trVW88SwkZ0BHdfl7eF1HNyHld9iY36ugqbF2bhpDoVm4bGu2/cWIyNJZayoMm+0rAHgSysqmFvsThl/RZPZN1RHdtaZ5C8ZwD1nnPI1nZicMTJntvPF3z3GtQ88TNH0GcRiXgz2KBXnJEG4miLz6es/IhaYVKZpEtgbT1RU7eSaSxk5nM5F37uDQJ+N0LD4bQN9Nvp2ZtL8ZgnjbU7G9xlwugaQpPaJczlyJZAkgoNmAv1WfN12OjYIL8ucESV/sYu8hc+QPetlrNn1E8cZzXpK6kR6rG8sjFfRCCca2UVsYqGeP++Fif1VdRd5+cnKorbwg7RFFT7sDzOmaOhlGHcmOS5Mdh0RyxCfbk4a9fX1G3n77bc53BvAbPNjsI2Ss+iP6E3J31hvGUN2eNHXPUfxyl/Ru+cjIkErXPUCRrNQKkODpfRV1hHpWEjt9AdwOlMr6wBGRz/h449fJh6P03j0KGgaekXMEdWQnBuzDhzA/PW1SN9egiZpGMeTwOx8WYxPu/8QA+EOvEODBDxjHM5wsLMin8P6ZLrEavFgSjxH37xUY6V1vISPBpMer6FdQt342XN+x9BaPm0e4e2jNnoDgtTuL9dV8OSFb7KySDQWHQsLkPQxbhuXyYtRJ9RPll1ENR3G5P3F4gF+87bCuCFEATI/T7QLOOZUFMeTqut5onzctgKHmlwD3iFK60ASZJ+TwEk9saVdPOOQn9MxkI+MF43+/S8TLEwq1t8S5vFwgNN+9fFEVV51WhN1mckU0EcNQ2iaRkxR+cVWQX72riOVXn5RniBR61DitMsKLbXvEy7YwnDWz9j4XCO7GjwAqP4YZeY6JNdcVunTqBjLIMuQqp4j2VYOhxX6W8dp2TvIa7/ey/q/HOajp4/iGRDv2urP12JxGCmanuj8PSkV/OGRgQnj8PjS+fzE2B15vpKYPzn3K9KTmMfQRmHomd1dFExLo69XkBXm5V6IPwF/cWbGOeeWMlyfvgpAZetboMYThspeimfU0ZMlzjnd18Az30pWhf2f5L/MWDl69CiqqvLYY49RX1/PQw89xB/+8Ae+853vTOyjKArnnHMOgUCAzZs38/zzz/Pyyy/zjW+cOM3wH/nHYjAYKCsrY+bMmeTk5KR8J+tk1n5lDmffMguzXYTRL7vsMurq6ib28QSHceeZKT/FQjweR+vUJpghC/2F1IzXoI/peeaZZ6Y0Z5wsuWUuVt1YThjh2dUuzUefXYYG9E4ifZQUA96QmCS5SjIVoFPMLAzVUBMv4MrwMpbEp+FTwvz4UBsrB2KcHG5A0iZZ5JLEOwuSueqMTCOmLBOPOMO8UW3kqd4RvjtHz159Mr1wRp0Zj6sPn6yxwRJFlWDUIjwPbTiP+Z11XLjNz9dLc7lkZpKSO0cK4ElEb0qqhCeW1Z1FU1MTv3vxd3QNd2GNiYX1jo/voDfQizyJrO6mjuvpVLLQmwqYo9iwJnA3NiS8R4pw9oiqkjzDegBaPGVoGugMhewdnMnB4Vr8MTsOY4ivnlqMJEnceUY1DrOe08oFEG40Pp/0jGVsHF3Gj8fvYq9HKEdVjRKXu8kqLgUEtwJAZoULd3lSUfRuE++OwRrDYUjHacxA1RR6M98Wz2sRwMDgCToUDOxJ/o7eTgfWYA/mSSSCca2L02++FZ1snHJs9uwhsma+j7t8M5KskFa1AUkXwVkqIi+55Q50RoVwSOEjX5wPfXF8ikbY2U5hwfX09loZHFw+cb78ScZKTB/kSEREKnL1EudcNQ2TI6ncrr76aiRJIhQyEgi4AWhrE/wjDoeDZUvFmCmJTsqxWILnw+rBWfdXQiHhBccsYfp/+CPU4kVETeJ3D4ftaHoDrWnp6PUOFi54hRXL92OzVWM0zEmOjfItnrz3m2i7N2EcH0GLx9EZDClpMvdPrqS16mV6SjYy9oU4in0qDmM4IwkA/cMXr+XQxg0AtH+anLM6/R4MBuEUGpZNoowPy7zWfDadvgLUxHtr36BD3//ZpGoftadWZlW6W3GEHyIw/j4k+I1Hw2JMvdGEsWL0Ek1U//z6irm8edsy3KYkDirDPAaaAV+ggG7jAJUJVdWYwDjMierJVyXSkEhTJK7xm7jeZ+Kri8RcPaKp9PuTUdbcREr0jX29+CNxhvyRicrBTq2FSOsuXvjtPRjXZNGmU3mdKK/s76UlAWTXSzG+vfBhvj7vD3xtRbLEetgf5aP6pMGYYRFau8NbiKpJTE9vIs+WrDCTramg+Q7vID2BpNGcg8y049Ry2qXV5N65ANdl04hq0Fk/wsZnG1JYe4/J4c097Hq3nelL80V16CQiy1BM5advC2NL06caqFkn4HqRVQ15c5LOQP6oHtkH5ow2MkrHGBoWFUu2dzQ6nxTGSeH0Ygqz8wjXC0fD5WunoPEHKBExhx3V1fTGbaBpFIe6JvA5/4z8lxkrZ511Fk888QRnnHEG5eXlnHfeedx555288kqSQGbdunUcPnyYZ555hrlz57J69Wp+9atf8fjjj+P1Tq1m+I/8+6WiIhVg6Mncy/am9/n973/PWNsYp/Sfwjmmc5g7Mjdlv/fff5+WlpYTnlPTNJ566in+9Kc/8dZbbxGNRXFWTMOHjbAmFginKROHtxqfApqmkKMm+3akS2bK9Nksi9dgQ0wqndTEDcNf5f59v6X7YA6n7hMLrKxqLD8UpLQ/GY0rqSukOscJEkiBOHc3duOLKAQ1FYtBh+WsQt4oyODjU2fzm7Oc7DGJCaNZ+oiYkiylNT0xZlvNnFyRQWlM5lK/kaJAFmpMQjIqjI/1kaFm4IiK1E68N07mjkxW96zGpJgYCiX4Q+YlDas0xckz+3/M0tyLMYRSeRJW9a0lr/4mnL1LKHV1opMUPBE3jYGLeb3nIX6372Ye3vcFAOZl78EzJtIRt51axcEfnMn87B0A9PrzyM46kxcaLgLgycPXTFyjoeHeif/9fgGOdDhqqT7dNqWCyFHsp8gmgLCD8VYM80Ro2KZ3opP0tO/fPbFvVumJS4n9+wFVI+IzEBgw03VkN51N+5CO64lVtLyP9EqhGDRNIj//Coz2YaouuJ28hY8QDnfjGd+EJStZARLTYKs/Tt2yPxMMns2LL75Iw9ES/P60lHNXVX2X2MiZxBQDJmOQFTe5KFxWwHnnnQfAaaedRmFhIddccw2SpGCzeQDIyOwGNL70pS+RniEMHbNZ3GN7WzKlkpPfSJlLGEZKmkZw+3Z8PQdBAp2isTgm7tmnTz6zXm8nFPwWGzbMpLNTdPAeb7fjaW5C0jRMfe2AqAS64sqrMBqNzJ+fTrPjTxPnCM/WGPh5DFUW93YYhWV4uehH9zJtSWq13jFRowbs9toTfpf9PQPO79ipH5lORDHxsx23M914L4bpqyi45psnPAag3y/m6J+vX8BTF77BXQt/PaHIjslYxA1AlktE6Vwm8a65zBKLytKZke8kz5E0arOsI8zOOki4/3w6TXHSkTkJHSGDhlECiyZxsWyjGpmLokZ0SFg0iaaNA+hlCYcmIU3iTcmfFIn57QdNDPkiE0aB15vsl/TSkz8gu9jJZBPw80tL2X13svHfFXNGKUoQRO7pHOP3699nbtYBnEhkWcS61DhWwf4h0d9pZeHmiWPjk8DkVreMGu9h8+ArHFVEZORyjKwh1ZA3V7nRZ1rILLSTWWRHUyHki+E4vtcb0Ns0zvbXWymans4XH17BSKKL+4youO7WlhFe2dPN091FKLIRr0MA7M2DoxzPBlgw5iM+qfrMEAuS9isrkqrhVX6Kqkax66rwPfYi/eNiPLKLHfg3pqZlcx0FmKMKJ7X0EmhoZsZwK9OkHizqiUnoPkv+WzEr4+PjpKcnAYFbt26lrq6O/PxkE7AzzzyTSCTC7t27T3QKIpEIXq835Q8gFov9r/r7dz3z5E7OAENDQsEeYznNDmdzTd01GNXUCbRjxw6efvppPB7PlHPu27eP0VEButy1axfr16/HmF9KHyISkZmZRW50AaZIBioaenkjWVqyv8XJptRcrU7qo8JyPzrJy+FQLTpNz5JGHdd+6OUbr3lYUR9mYYswVmbl72fOmUXk28T9Sv4YqNoEi66cbWZs0qTU7HriBVaUPAs7q6p5eYGOvZnbkyC3kShz0yxcGjBRGtdhC4qoQkDfz8aNG1ksLZ7yjho0A7nBJM5Dnu/m49MaedctFi0ZmQrPwinGyjHJrb8Rl6+EmYmQ8wNbVvDqvtRc+NL87Yx7DxEKjeHzd9LR+TSZBlF90Dmmct+7ydSOioEjI1XEVD0+30EGhnYRCAzi9R4GTcJqnEZ5zReYdXEui66vxVPnot1VRPo0D8WFIrUQLdtBe285JKIFVr2LvmaBrZi/9iKu/MmvJq5ndjgpSXT4BujZmsPRF8pper2MhlfzafhoM/FIBElWKVrRQ/maTtEiQFLw9Vjp2FBETvrNzJjxB8yWTCQJduxcTW/vqzgK9qWMQ0iDxp097PmwHWNY3OvwUGrLhIz0NYQHRcmzrXwj3dIfiMViVFZW8s1vfpPFixcTjUbIy3Ny5pknpxxbXt6N0WjE5xNRKEkCna6K/v5UUresDBEyVF2g6VR6/vQzACwhhQw8AMj4J+ZIIBBg2zaRdu3sqCQaNTPeOpXAzF4QIj3dxUUXG7A7Hk/eV9m30UnCw++b+Tjj+Z/wDQLoZYlYLEZmSdmUcwH0bK5iWuXDU7Z3d9Wycc5pOMNh7t32FwDaxkv57cBszko/ly+NTkfWlyBJBqbX/HrCq8/sOx9fgq15bqGDquILOa59FopmYiSUTprVwLlzhAI/FkWpce/kxid38sM3D2HTp0Ydvjr3cWa5+2g3j+DPPMCD2LggfSt/zxJeu9mj0KdouGOTSB5jOk4L6PiSN1WRFygyBg0cqsQbn3TQN+ijKMEtNeRLEveFA35sLpWTJ7XNO39WLn5f0qAZGd1KeYaVG+ueprfpMr4698fcNvdPfH/+W5xRJZ5rMJhFa+tKAJYVbCPXOkBlhjVlbC74VilVC2QUZDYnUmJVHNfYVgLFJE28N4svLJtoHWCy6Zm5aio5JEAkHKFt2Ic3HEcnwdKweJ6O0SB3vLif3xuMXH/2T9k893ZUSYdeieEORqjuG2Fuez8VA2NYokLPBAtq2TFfYOZMg3H0vRKhqFibMobmEzal4XOWgKZSWOvGt1E4UaYEzCDbIlPTO0SmP0T1E7/ll5sf4Vs7XsCSESa7+sQNYk8k/22NDFtaWnj44Yf51a+Si1p/f/+UdEVaWhpGo5H+/hOTM91333388Ic/nLL9o48+wmr9P3fm/Z8k69ev/7ecJy0tjbGxE3N66PV6mpqaqK6upru7m7S0NHp6kt02X3nlFTIyMiY++/1+mppS+13s3r2bkfwcQtrJIIE2HsAz4OWSjLuxmcaxKj4GIjO4IHISUSmODbHQRM1+Cvkqem0cWYrQGFpOW0R4oRJQOjQ1BN7jLmP4g/UMbTWDUURW9A3jyAmOlLF0YcQYNRVFA3s4gFymY8zmpBUxcVoKK7F94qO6N0b9+3s4LGtA6uIXMQujztwltrc4WqjwJaNUVeNVBPQBhi3DtOxpwa8FeSHrDdZ4RJqnZ/cYrkQ10iFrA3XBJDha0vS4epZzdtk69g0l+UQy9Bq3KxaCpiDlrnY6Ox+ho+OxiRLPdDOkmTyMRdz8+dOksRKJwy93f4UiRzczMo5y+0fN5Ni28rW5b1PaciWmDxZwaJaPsPVqNvRIvBHQYU4H/QcaM7MqBMFXYSPhvhkEdVGs6LHr3fQNijz90X172f/helzTZuLvbCZr2Wr6tydBqCOHUyMdx0RTZbo25VN8ehWqcgidvg1fTz6eFgPP/+Rn5J96NiZzJUajWAuGht/BXpD8HfRmD/Gwm91vhNHUdFykM5z9KYVFqV141727jf5GYQA78vcxPNzLO++8xWRfzWR6Ab1hJ4pShn7SqlhQ+DHvvvtXLNYDx1og4fcXodPp6T86h4L8fShOCEbGQQcYIVqiMbJUlKbrOyTsAR/YICwZef/NV1B0Zpqbm4kk0lKaJtNyZB7xrqn8HWS8y4YPI5hM709sCgW/yIEDOZjMtRgMu/DniL/C0D2clJnJO++8g6rKGF1pRMdT5/VIk8bfH3yE3CVXYzY/hySpjHvupL2hE50pSF9NNYuPHqZA8dGjc/D8TkFiuLvTw7cGv8j35oXZuVPFjhUcQRoPiRSISdbYtGE9BsMOzIkiwGDga3QEfLza5iSsmJlrj9DVuB2zBUqcXTiMPuZlH+DZo1VsbHRx88ypfXJWF2+iNqOBHsC58X4+du+g3VBGbLgWgypxuS81nWFTJBaohoneV0cNcXIUidkrfsmPTAE61t+DTTHwxsFBNMmOlyjhWCKiI8ugquzp2sltTGcPfmxIDGzcRl/WexgTl+rr28g0o51F+ang9LSM90kUIrG2IIPegzPxV1Riz2rmoqo32dFzAyX2JN5p996zGY8X4DHk4jlBTucBQshpMVa9927KdklvQ1Nkhrv8hA0jIBlTWLkB3n7jfT4cBtBR6VBx+cCsQnhSeGJEL/FwusK0tHIqRps4uTm5rueNB4gleJj6DWX4HUWMpE0nY+wIxhaJeKGG5JUY+9sBhnKFw+Yeb2bTuiHKdu1CB3TWTCPn8GEChw5yPH1dfm8f0h1Rxj6DLflE8i8bKz/4wQ9OaCxMlp07d7JgQbJraG9vL2eddRaXXnopN910U8q+0vFmOCKNcKLtAHfffTd33HHHxGev10tRURGrVq1KUZr/kyUWi7F+/XpOP/30E/Kd/N+Ipmm8++67jI2N0T4p9Hfbbbdhs6USKx09epSXX3554vOaNWsmfq8XXkiCHK+++mreeustxsfHaevpBykbPXHWBF9lxNJKjqFZtBmRwJX+FMroNyc8NjnfRv4Vc5D770N64zaafSfzkVd0P55/ThHNO4apWpTNrrdSqavV0VwKKrJJj7SAEXQjERgRSkFOM6HmWpCAV+dWonZ38PqrH3F09hI2kyqN+Qaqe2N4G6dWSqhSnLghkTJJpFwbXY3MrplN/GCccDiMK+ZiRf8KtmVv4/zzzsdsMpPTkcNAOeS8DzlqBmpEjOsmxz5hrOglHs14jlsGrsA+NBtH1V85d+V2ak3X0DUS5PSxPqpbjBA20jM4D3/OnhQuCkmCi2sb+NPeRRPb3BYDnpBYQbt8hXT5RCTN53Gwofls7uwS1SkLDFXsLLfzxtZ9lCPzODZM2VcnHlGhvj+fDOt8MMUgqMdpyaQvJNKAod5OVEVhvEEo6IGN7xENpjZ0kw0KaizpNboqvGgxCW+nA3nITdHSZfT2tlFzyjQG97YSGujlpLpabFmL2fTRD7A6hWGuM4TJmfcMwaFpOIu30/PpbWhqcg6YNDd6fWp4We87gKYsIy3Pgi27H1UNs3x5JXa7CO2raoTNn4o1Ra+fmtq02e9P+bxg/iWcuuoU4m1tdF11Mf0PxVDdIA+Cmg2jX9E4FsnXv2PCF82BU8An2TmlJodg2jT27hU5/JNOOondH64jcmQM0KEzxSk4eZDOj/Kx5QYxOWNA0lApyL+O8vKvIUkyPT3DtLQmG+Q9frWDnJw1E5/Dp53GH7+YSn0OMN50mPzSGqRylVhIx+jHu7EPCIPQW1FG3tFGzgu08uhxQOChsJ2Vp52PxajjtXf+TDr1vF1QBN1QkG7nnHOW0tyylwS1DTPcER5rWUrLuFDQ37l0MaOtPyCuiGq4X6+8B1WDLX0LqXa3cFKuqK55cPctXFD5DuWuDmozkobnj7I/oN3cgxEdjvwuwt3JCJpZhoiaQMgk1pAPzVEajSrnOVqwZjVjBSJZTQT66ygL6XnPGqM2JiIhC9ZejGegl+YdW8muyqCyIo+nDu7DP/sR7FI5SsYYvgmbZpRFBU9PGdfJctppl/L0e22MHLwQ+6m/oCqtlYrCAczRJL5FkiJkz2zFHbTSMD61KuYT4oyNwsz0OtKtBs6dlUckGOPJd5OFEP5WsT6paClNapctWcFfXj0AeLluVR1ZhwNkHOmkR55qFH1t2Y38bMvjzBpOffcNijD5YgZhUITzqmDsCO4X9ZiOqpgP6NCkdnoXfw6A/N5PmZt3I33BIEgSs2/9Cl2vvYlBnepUApjrZRzzPpv48nj5l9NAt912G0eOHPmHf5NBm729vaxatYolS5bwxz/+MeVcubm5UyIoY2NjxGKxKRGXY2IymXA6nSl/IMCl/5v+/t3PbDQaOf/88/nc5z43pQT6+H1nzpzJ1772NXQ6HZ2dnXR2dmIwGFBVdQLHctttt1FVVcWKFStSfr9CrY9Kw2EWOVKbvllPvzyldDD9zFLM2Q70sy5BuqcP6fIniWtmXNPCzD+rlGt+vISymUngYWaRHSQY6w+y88128hQ5pTqgLCbzddnJ5fkZPDOrnPlpThbOnMkXP/95vrBoHsfLl5aU4M5O8sRIEtQsySUtz0rJKpWs7OS1nRlOTq85nS+c/gXuuususiYBIhcOL+TRRx7l+eef59KaS8nKK0RFRR0KC0NNL3HllV8g86Y68u46iZ15TUTkMPqoi0PdM2nq2syXV1XzgzOnUdiXjCq4+lPH1TxehtlTzpUnFXBKlUgv/fzimfzw/BlTnu2YFI8mvwvtGuT51wXu4qtpLkyTFr5e2UNnXzXNG96lo02kmjL0AmPkyMyaApI7ZqgUTq8jb4ab6Vc0kz7NM/G9rFcpPbWHnPkiktDfeBS7TTRBNNj9lMwS+Ki+hsOs/93v6d9yBE9r0gNLq9xIwZI/Ysutx5zeis6UxNosnbsanZwaWh7tEsdWLDBOGCjhcOPE++z37+GfF5mMjJOwWq04Z8wg49Jr0SUCIvpjPeuMYjxsH8gY2iQKL7gImyYU9qc79lKfAB9WV1dz5pln4g4kgaW23BBpVePkLe6n7IzulCsvXrSOmpp7MRpNGAwGsrNPTfk+FGpKmacOdxonX3o1edU15M2LYnJHKFjWj9EZZWTwUwAC/VbGB5JrcEt3G4okcf62l7lo1lSKgp+9J8atKSDSDwV2kZ40q3EMBgOBgEgPKKrEfYcGONQvUlO7v7uaIkcH8eN4N2RJpHvOKvsQWdLQNOj25fHHA9dNaaiYr9eLCIK5E7n6zzhLtpJZ1QASHM5TcUzSZmk6icVrSsnLaOLUpb9Ojm+OGPvSmMwuFLxRka5edMGlZCdwV8PtraSfX4WubgtxZxcex0Z8/gNTxmKyjDScgdGYXL8c9mLOuXUWRRUnARJOox937D7MUveUY+cvOsTKuY8SN6ZixmwuMd9//PZRvv7SQYJx8A4KA8JsT3VS37BG2WGKcWzJGx6NcKhXnO+MunzmnVmKM0HKJ2lQZUgaCYqs5xfzryQq68i++242L/kpL1Sdyq0rv06vNYPMGUUsvaSS+fdcN3GM+YDMnrlf5+MVvyFiSkOvhMge2kdok+jwbSwu5sN+hUMZyXSkblkqjsrQpyccnto767PkX46sZGZmkpl54lz78dLT08OqVauYP38+TzzxBLKcahstWbKEn/70p/T19ZGXJxa/devWYTKZmD9//olO+R/5b5CLL76YdevWUVxc/Jn7pKWlMW/ePHbu3MkzzzyDXq9n6dKlaJqG2+2eeEfmzJlDb28vu3YJDzBinA2xvydPZMuGCx+FitOQE6BCAMOkduxIEhXzsrn6Jyfx8eYNyXvItaE3yMRjKidfVMmWV5oZ7hLuj9Vu5NJKN39pFQvxwoieIr2er0xPfaaioiIKNY3Vg+N8MOLFocCaLT4CapgL7phHw/Z+WvYMMn9N6QTZEoj39Bi+Z86MOZy6LKk4LrroIj766CMaGxvRqTpiaozOzk5aW1t5b8N75OotLIoL5RytNjEzd9bEsVnOLBrMncwKVnNL89eJSjE27dvAzMFyrMHkdDUMzaIk+17Ut6JIqh6TrxgJifQl5fzlc0Uc6hlnTpF7Yv/KbDuDvgj+wV/T3HuQ3+/9EquDqWNxhR/aXRYWxmW0RMhogzRIi2cTL9pXoubOJj62i2maSpFtGpWOebSOpFKeJ38zjYvv+TF79l6Mzx/D6a5g+Bh2w6AiyWB0x9EZjIQDfiIe8XuP9LQiJXpMffzUMTCpA2+HgwXXziGoX4/RKKyDmun3UFo2QGfnfXTtvpxAy2oOrOsD7iOj9m0yat5F1seIeAUmbsD3PdJcQjkdPvItGpt+wvx5LzGeYO38Z8RsLsBgSKa1cr97D72bDjAW34W1K43cVZcw1P4WxucGsW0RkSTL3LnMXLeebdJcdrSPQ7uI482aNQudTofdYuYYj2o86CTb8i32b3sDg9VCepUIU1RW3o3NlgqGN+jymFnzN3zhLbS3/x6/PzX9pWkqC84/h4UXnMvGTXPImCmjN6tkzRjD15NoStk3tXt3yOXA7vFy7U9vIPPbD3P2qlk8vKGJDUcHeX5nF2tn53NgKI9FuVDsFMo33NbG2KaNeEP7wABbek9ifYfACU3PUUmz6mhrF6nBrMzTGffuJxodnHJtSYIHV35/4rM/ZsVuEMZvsX2II6Ecxgz9NIyNcM3Qh1h73RQ+ehU6p5l1X9+KNwGqzdRLPPjJAb6x+G8p57fmCOyRS5NpVWPEIwPoDDqiageGBLt1+/49qCgE8/bDcRhQs7kQNJWysq+Ql3cx+3b8jr1vGcisqicaHcTlmk929hokSUfpzExKZ2by6ZZCwuGuKc9aPzQNh+SjOLOX2qxD9M7+mOKdAvTtXF1Mbe8Q3ePJ8snGAR/mHjEW6fkyfa1htLiZjeYYTUaVJlQK4zryFZnvvySinLMLXWQ5TOAwUTwnkyOHB9AkaFNS0y/DFjd7brmXskvP49FDGxhNNEy8Y8VXeGNNCQ90D3N1aTELN35MwxmrOTjti4y7ku+j4m1E1uJ0vfU+DqDZls1DHzQyrWg+c4eaOJxZhvHmb2PZe4SCgJi/Nk8u0D5lXD5L/ssAtr29vaxcuZKioiJ++ctfMjQ0RH9/f0ok5YwzzqC2tpZrr72WvXv3smHDBu68805uvvnmiYjJf+S/X4xGI+eeey6zZs36h/sd42kBiMfjbEygwEtKSia2y7LMueeeO/F5xikLCOZPIsY690GoXA2ShGxKpgl0jqmlrTaXKQWgZjDpWPu1OVzw9bkUTU9nxikF6PQyRdPTOOOGGXz/C/P50dwyLvEbKYnrMNumnhNEKvKJujLem1/NvoXTmTWuMdYfZHwoyLwzS7j07oWUzsygbf8Q0QSL5bHIn06nY+7c1EqpvLw8rrrqKhwOR8r2p59+mqGhIQ7qOvnYUE+9rovnWt6bwC4AFNgLaDQnU1tGzUDHhoP0N7QDYFkuFK9JleCZIqyeaVi8FciaAUnTE90Rw6CTmVucNkH9f/6cAmbku1jqsDInawZpZg9z0JGu6QnKEToShkkdep4ZN6D5YoRQWIOXR7UITXEnMdmIIuv5a/pCOhIL7/zM05mVlhrhcRT6yZo1QuW5HYyOfYjPLzzZNTf/YmKfeChhdEk60hJA0N2vbEbToP5lE+0HJkc6ku71zmf3ExhIRnGys8/GaREYoKzKbZOOkRk5vJbRxtNR40ZifmE4m5w9RKPJaq943MvOXefh802lT09PX47NNm3K9pLim6dscxYIThLPqjH6B15let6PJgwVQ0EBtpOXUG30UEwSE2A0GqmurmagtZnRnqQis9vLKSpfC0iMHBUhfrf7JEqKU9PnAG/9+uc8960HMKgiku3zH0GbFI5oaX2QTZ/Mp6vrSQD0kwi4HAVC6fn7puL8ImWJChElytUfPcGcIjdfPa1q4vu7XzlI27gwKCusHRR7+7i4dT2vf3g3mkFBC0n8/fB5E/vnGDaycdNs2tt/D0BGxgrmzHliynX1xnwkXWo0p328iLdbVwOwOG833ylto9KkMNQO2s4ewvvqGX/ub+h0JhxlSWOtyChzw4znybam1tebXD0oemEARBQYjXvRWSxs2XQ9nvifkY0KkWCAd5+8klC4E0k1IEeTafBwuJvKqrvJz7+MYLCDUf9jlKz6FbbC9xJ7aBQXfT7lmnl5F0151rs/+R4P7r2VPzZ8bmKbuWyEhlov2d8/CefqEuocVm7wmqhNVPIcbhqlJdGvKCy/SsXqvyLZ9OwwJ9MsoURrg3BApH5PrRHrlCcYZVNT0jiMq1PhA584Sll3ZIhRnTiHpMG4yc6q90Z4+2AfV/1pO3JWNp7pZzKanlpRNhARRqvDK8Z7vZRN91iILQV13LX0Zu5a8kV+v7WH21Z9nTfPv1X8FqN2crJTexb9I/kvM1bWrVtHc3MzH374IYWFheTl5U38HROdTsfbb7+N2Wxm6dKlXHbZZVxwwQX88pe//K+6rf/Iv1GKi4sxmaZiOmbOnDll2zXXXMOSJUtYsnQR1sWXio35c2Fasp+QbXEehgI7rjWl//Q95Fe6KZgmPN265QV86XcrOe9rcymqFamAtStKKIuLyW51nthYATDIEnOcVmwuE0U14tjepnGi4TiqqvHh00d559GD7E5U2dTV1XHFFVfw9a9/nbS0EwNIj/VqArBYkh5sZVUlfU4fWw2NxCSFvr5kpc85ZefQYGlPOc/i4RlYeoSVti64A3+Cstt8gsBoYGsf3o+mhlajvX4Gf7sX6a/FnHzgVn6NWIA/UiWuJkAHkZT9u+RRfMAALloKkhUyqqRjvSn5vNNcQlGrpTKV57VTurqHgiWD2PNDHDz0ZXGf5kI+ejIJHpUTJbxdXTPIWbgMvdFE9+EjDO4pnCCk0iVQrrpJClZSNIZ2ufCPu8hy3IV/KMSWZ95DiciYXR04CpP4DQBPywrcplsBGZ3Ji34S38vE86gRhoc/mLLdbM4jK/P0KdtPtGTabdUT/0ejw7QH3kZ1JzoUf+duJFlGtmdxFh9P7FddXY3RaOSDPz8CgCtbKGlnZjau7Bz0RiOBXjNVxX9k9qxkFdAx0VSV1j07iceiHP7gADqdjVhsBK93f+K54nR0PAqotLY9dILnAKulitBwMrVozxBGXcCWfFcjzc3EenqYVejilrR2ADpHgwwGswjHTUhGjVtruvBYDZjnCQV56GAVfoShXubs4KzSDaiTylQdjjoc9hps1mQ5MOiYUfMjSkrvSdm2pPYGXmley75EGbBB1rgqPUrBDIXBH8YILVbxbNyMEo+hlB/BXrCTYlcUmyHGtJxk1K9i40OY5Nz/H3tvGR7XdbV//84ZBmlmxMyWLcvMjIkdUxgcdJKGk6ZpsOGmSZq0gTacNMzM4MSOY2ZmFDNLo2E674c91mgsOXGetk//bx/d1+XLmnP2PnzOXnute90LSVKQ04U683yXlkp1NrLqN5R8+yidNSNJGBjOGrQJz0Sq+xKkbgO7q1nLnj2/xeOppab2PZCi35uOjm34/W0EApFnLT4uOvwR6syg0R2HNuFH7Kmv81GTFYBAsI3OWD9SWAwuvcJDfEhmnkvLBI8a+5dV1IRF5Jq1Xv66fwqrCqOzhzxhY8UQJtzOGCBCU1/trMXtV0gz1dLPGhH4G2CLaBGtPtzE7mqx/RkuDdfZ9SQFJMLai6gV+OTNPRyJj0xQsorjaR1jZWtCZIIakGSWZo0iVgNn1n2B3ajBr1JzoL4Tj1qHdoC47/6qGvLz7+FE8W8zVi699FIURen1X3dkZWXxzTff4HK5aGlp4Zlnnul1AOzD/3tQqVRRAzIIsm1BQUGPtgUFBcyePRuVSgWDz4ELP4VFX4PczZti0pD82+HETM3s0f9/CluKidN/P5zBU9MZMj3jlzsAqQVioNmzsprXb1/DC9ct76q7sXOZmAWrVCoGDBiA2Xx8NvugAUOQkJg2dQbXXnkDMb5srOp0Zs+ezfnnn9/V7mh2lcfjoWF9A7HJqazI3I5xVjoN+lYMih41KvySn2c7n6XEH/nw73YH8YYUKhTQpItjsf9QQbAj8hENBoM0Ly/t+m10RtId14QVJariV3YV+wtoOnEUfEq6vgEFaHRHk/92yNEfyPNy70CKORVTvMTfdl3L41tvJhjqVidEnUzp9iY05jNAMqHSLcDjeJia6oF4JZlRC8TMs25LxBMVDAQYdKaW1EHRM39Xo4EDP41hyeNf8sbN11K6bSsdleK8U8e8RvZJDxGbI6T1A+449i0WpHtTQjtarQjjxcQMwhLbnackvkkmUz/y8m5GrbaSlfkbcnKuJjk5euZXWxvNtQIwm6M9MEe2L6f8jLnkfvkFMTNnAiBbM0gm4tWxalSseOsVGkrFwJFZLAz82MQkZFlFXLp4B75/8h1UcvQ18LpcvHhNhD9QvmMXNqsQw2ts/A5FUdi67bwex3n03I8iP//3EOYmjTn9HIbPFh7QWqMWwiHgYFMzR2aexLZbbiK0PZJ9qCCztVEQcNvS1/LJkDkkmlsJKRIvOX4DwNhACXePfQKbPrropUGfy/7Vy9nzuRMloMbfngoNZxMfP4305MjAHh8/iRxHBnF08Oqui6lzJqIoEKdWmJomnlv7aUH8e3ax9avP2PLeEZr3rMbo3IU7XOoAIG3n9ai9Nkxece5Fw95HVnswKRIpFhsxmVuQNS7cddNJHdNE4uAWdBY/IJM54BL83eoJdZTHEgrCliUvsOypNbiahLEnS5Fnd9XqUaxcNRSXqwzFH6JlSzhrSJGJP3IGhRvvJl2/H13ij8iaDiqD4n2ubd/L051Ps7Z2LR5vPSEixvdEjwY5EBk7P2sZTElHLhvK2qOurTv82hkUKEw2U5wmIhQ/7C5HUmBi2qao+k/Jpoi3xR9U+HSb+BaN9KkxKhIXOiJjcX+/iuaNTTiDYqKjaf2OaRekszfgZX+4eCbAdznjGJSk5qSKz7H52ygzRWswpQ7IA40Gxe3Gd7hnBtjx0FcbqA//FPLyIg9ifn4+I0b0JKv2gCRBv5NAF/PLbf8FSO9vY8r5/bEmn1hqe/ageGSVhLPDR8AXPVBrDarj9OqJ0mUh4usn4jpgpXpfB/rWbDTV+aj8RjIyMjjpJOHe3rNnDx9++CGvvPIK+/btw7DPwEXX30jcjDxK8yID3BF9FXbZzkrDPsq9IRqseoZcN5Tv7QF2dPjxj4t4Lf2Nws0f8gUpeXY9od3RA4YXhQ/xsoYA41I3Yx74FRWTb+fgrEspmf5bTDkbGBeWSgfItGn588liprqbIB8f44lZ6OhP4YpnubptOKUtOThVJ3Wt0wdFVpFKk4veejUqbR4BeyIg0d7ezqBpM3u9flXbm6neGjHMgjox49d4nVH1tqtXp9C0x4azQUNHuYOUka+jMYnQjqNduMGLRk5lwvifGDzoOUaN/IgBAx7usb/UlDPJzbmeqVO2YjLlo1IZGVT8JGPHfs/Qoa8gSWo6HXtpaY3OHTOZ+pHSzaiJzXRwcPtmpMyIcaxOyEGFwhzfD2gbq9nx3qts/fYLlFAIk9WGz+1GUofQJR/G46klf5RIB+1saWL7D992TfJcHe0cWLsSV0c7ALI2iKujmdZw1lpL6yp8/pau6rndUTTgL4we9RnZ2dcwaNCzJCXN7lqXvv3PDLC0oNbpaG2oY3VBGrpu4c2De3agVaKzOj49tIBASKafrYxHJ/8JgHJ7Fu6AuE/96jdheNeG9W0VcpkwFPxuFT88/xzfPfsEHeVmdr7aD9+3fuq/X8veFT+iUulxOu4hNfV8jK6TeftvD3KN+3X+NPHPpJqaSK2PJpF4UOOT4NDq5V3Lmpx12FNFWDC2ciqmSjGTTyw7DymoBl0nels5ktpD1rTHSB//CoWn/57kMY8jSZA+QQzgWlUOSnw8zqbIgO1q7M+hT//ApvcrcTWpqVmXzOGvHqe4YDkZGdGZV62N62h+ay8dZcKTY62eRkLpachBPcOc4nhVikx7uAK4SQ7SGmrktyt+y9p15xA35C+Y03reR21aOWXdJhwAH1w1jhkDknCGPStn9U/hs+smsmNpJZt+KCd/Z4BLOnVMytVywZwIZzBB34Am4XuQhFfM4Q3QPWFIjYQx/AlMDEZn6DrUHXz79F8paXQQlFXU2tJoNFhJdLWztl3PZ2lnsCYuWrcoK87AuMJkls5ahF9SYf/s8x7ndzz0GSt9+Kcwffp0Ro8ezaJFi7j44ov/ZanU/0lYEo2MOy2azBgXLj3v7vTjsp9Y7arWWicSMmU7m6k93N61vHSHMEBycwVfo66ujv3799PcHAmVeDziozxqbGSmWRMuCtdkqqXotpGM/MNo0vvb6DdaDMi1DW70RSKEFWgWcXn3ziaMddHezFq5lSvlcp7ByzjrHi4Y8AkGg6NLnfUoxqZEhBn7x64mWXqVhf0/QwGewsunRF8HGZlRqDkFDVjvZvzofYwftZvmI4Uci4BDGH1lZWVoYyzEJkW4CikjxfXpKIsFRcKQ4MF2sgpPag4AyjHaIcnZA8lKvZn5522ldU82e98qxNkQXQ05Nd+KSmUkKekUZFmHyViA0hLNtznWQ9K13NSPhPjppKUtBODIkUei1kuSTHHxk6SZRLhFbQiSOraeZy87jwNrBY9LnTONkAJjtftId5REGVtJeQU0lB0hd1Y1bu2nHDr8MKNPOxtdnAjLLH/jJXb9+D3NleW8fP3l/PiK4H7EZDoYdNFhBpxbSqdThC2czsN02sXfsmwiPV0YilpNAqmpZyJJKgrybyM5SaQ4X/LYs5xS2EGuoZ7YFbcz93qRwt3Z0kSDOTJIdxiFB+E0S+QZ7fBZ2N0suAvqcDXpPc3CMJjcsgabv50NzhS2NWexbYmfmnXJlH6bRdnqFVHXb4ClmTMy97Lm/dfxulwoShxZygVsfP41QKKzXk+evYWkDSGMG9S0uSJXTxMT4KchWTTURrJsfBm7sKcJ75r24824NzwrVpRrMDULb1BRcg1KwTLUhuMrpdurNJTtbKZ6s42mPTYOf5mNt30ekI/OsgiQcDUaCLhN2JJi6V/4R0aNjEg6tG7ejvdwO75wtW6tUzzjzkA7dq2DrLaBXLj39wz1puFXRGZUgqTitsAgUESfuMErOfuBBD43uXgx1oNt6pNU9BffpniDEwgh62qp9P/EQ6cPwhMrwqfVu1pY8vRO1n9ewubPS0kOyiSFZGz2yZgNNj66ejwvXTQIVdx69IkrMGS81XXc5lC0UXJU/Te+WxV3JdSJLLVSdWA/zZ3iW6XxOEhytxNQyRwlF+6wRKe/V7a6Oe+lDTypGcCX+ZNx/PA9J4o+Y6UP/xS0Wi3z5s3rGnj/WzBgQmTwnHvdEM6/byyWcCrzwY29CxZ2R2dr9Aywe5+NX5Wy8evSKP7WsXj88cd57rnn0HYLM9WEhe22ZC5GbYu4plPzRdhq8zdlOMN2SaDZjaIoOLcIXYdquYW3dCvZrCthmWY3EzRlvHlWBk//ZhImTbeCTYDTaUGjvpyTJzzHYycvZUr6Wk7O+g6AgfER93qTOrrfURShYtuhFt68Yx1v/GEj+9fW9WhTsyvS94033qDVHEfQEkP6ZCdJw5uxdJP+NxYoJKecjdrj6q0cChPOvZAJ51yAWqvFGGsj6FMR8h8iFBAubZW6g+TcaMJ+xa7t7PykkYbtEW0mo7Fn+LI7cnNE0TWH4yDBoKvH+tZKO53VwntnyRVVwjd8JnSHGlsSKHGK0E5hbFNUP5Vag8dbQWymMBabmr5HURT0CRH5hjUfvMWWb78g4A8biJJC1tRaZI2CzuLHlFXC0ZDOkZK/iO2qtNTUiGyYpOQ5SFLkc+9sb6O5spzErByKY2q7iOv9si2MOV1wyupSEkGtRjNpIi6dmITcf9lsJrdEPEtfHJkXdS47m4dzZ0olw8IGE4DdqAdkmnbH4W7R4wurtWaaBa9jX0cSRrWftFAJh1f9hOzxUH72OTi6zeSXfz6EJTuL+axxMB9vS+T2agNun4wkg7egA4c+QJM2DtdwI+nTy8Ul8uuRm3yEOmtRFPG+6DrDCtQDP2DAkC+OvYW07D8FgKBf4vDSEDtX3Ye3XU3N2hSc9UZkdSQjUFKloIQktNpG1CqJ9s31vPNQBztXPkWJW0eJ7wgKCp4w1yf19FPYm6XnE1ULav0E5h64GmNnFiOq5uMO82LuzHCQnrupax9Gyx727D2DiUPfp1NW+NFzJ98cFF7NP55ejDHnWQxZr/Lghj+RHKvl47siBnhdSbQ3FaDpiPDIjMmNY/agbLZ6hEGqNh/GGA5TWo4xVnIVmSFeFXlh7l+9+0cyC/dx+u13EzDEooSfq93ZNtYXpLE1redY8PyFI9CElXfr7eLb+HXhVBT3iUvu9xkrfehDLzCYtUw+rx8DJ6aSVSy8FUNniMFm0zdl+H0/X4CruyflKLT6SAhpy7fluDv9TJ8+HaPRSEpKdBZEIBCgqamJTz/9lKTrh+EZlUSnN0KGfGBjRJix+0B86IDwOjjW1mJfUoGvwk6QEKs1+7npjpuZd/cF5BYVMG3yRKaOHorNNgSVKpp3U1U5mP79r8BmG8vM4eeyqPhDEsIF2tK6FWUbPaR35YP+qNhe0koopKCEIubFoCnpTD5PZJWoQjpSw8TUhoYG3DojrrT+HGieSnXNIHJm1mDKcBM0mGhX5jFr9kJyYlOQetnfsldfACAYDNHZdvS+KOj0a/A5vsTZ9CZv3X4dFXt24mgLpy6vWQFA60Fh6KnVFvT64xuPADpdYpj3otDRsb3H+qbycsqWZKAooIv1ozH7aamupPbQAaoPttMYFF4ymyb6A31k0zpis6LJv15vDTF5EY+Ux9HJ3hURInBcXhCNSZyr136UOC6utTNcGM/vj3igkhJP6fq7au8uXvntFbx1+420HdkBrm7KuSU/0W/0eABqqsopWLsW1TVXogCrrJO44eMD+GNzAJir72Bi/gh2PTcBuR005VrevXABl193OQtuvhP52PpPzeHBU5IwqnzMTDoAKJQ44mn1Gjg14wDKV/dj3ryJLXnJuIK9E+JjO7X4FIldYZn9wKgmPp1WQ+roBiaMEd5Ad4sOjytAIBsIeCmN/wgAvT27x/be2Hs+Ib+JmnXX0LT7LCqX30Lpt+MJetQ07hMDeEx6ElpNdKq/KZwRaE1qo3VlFU+8vxs6g+gajPxt57ncHyhh/ZidBDRtSJIae2MuR3Z1YrNnM6omcj/8DYOQG3v36h3FlIwNxBsaWN38Me0uP0g+7tx+ASpDLbJaGLnD3h7GivplFE04/nPc2RR5g1o9rTR24+MY859BIzdyhjP6uuc7mhnljbzr9eoQeSNHkjN0BHPvE4r0+qAHl07DBzkL+CEj2mN5UlEycwen8tDpg6KWN2pjaLOcuJBrn7HShz4cB0OmZzL94iJU4ZngoKnpxMTrCXiDHNnS8LN9q/a3Rv0eNCWdCx6IriNUsaeFqVOnctttt3HVVVdx5plnMmvWrKg2ra2taDNjqPYrJDlyupYvrVjKuhrh6o7PMKNSi2Ostvu63urO5YIMvEl9BJVFh9FoRKvVsnDhwi6+jFodw6iRH1E8MJIx4nRaSUoSWQQ223jibJPQaOIZN3YpJ80s4dWLMvjNWIXZMyIVjrsjF5lauxsFhdQCCyqNTL9RSUy9oD9Dpmcy5xpBJjU4IzXB9Hp9V92wyoqhlJaOwp48CFdOEbb4eEq2NdFcGxksBk5bxKxrfgdAe0Md7Q1tNJbZUYhkKg2YMIGQvwQI0FZXwycP3s3L119G2fYtVO8TPAJvh46Dn+aSn/Y0hzasZc+KH6nYvaNHIsBRxJhFefvtOy7B46mNWtdUUUrIr0KvETPLAeeUgqzw/r23UrmvhrZAMkFFwitbo/qp9QESB0eHtuydu9DHJXDlC29SPPWkqHWTL7iUUecOAyAtbSHN62bSWS3ClLIcyeSRZWHcGo25WK2ju5Zv+PwjAj4vihKiZUdEtwiAslUk5eWjM5nwuV00N9VRc+QQe2KK2WkbzLoaJxs0goszJC+Zv5w/inPSrCTfqyHhMQX7rOn49+wjb/hoEsLVvY+i/wUXdSld94ttJl7nRi0JQkRpWzyfVw1kqzuJA9W7aTEZUUkhpiWWoA97F9WBIEMrGshuFA/4NqcYQCeYg0yz+Bk0SJCVXQ1mKpal4+3QweUz2DkvgRuSV3NfxvO4ZTeyr5tx39aP1TXj2fDlk3RWj0RSeXA1DUDWRJ5tlXYwftdFyOazo87HQx5b+rdRGdzOO2sraPZHnhlj+3BCQR0vuV9EUcBkGsCB9RGj0K5rpiQuYvDWrLsGpSNyvRo9Jpba1ax1qPGGOSPj0tcgh72ZKkMVktRT9fa+NXcx9JwkLvjjWIyJMsFjfJHODl+X/MK+luiUfa/WR1b6J12CkAG9MGRiVKnEhwnzPxp8NGotJOcKL6QzJO5BEn7soUQOmftxLPITxbM5f0gaiTE6rEYN8WEZifa7H+nR/nj4X6sN1Ic+/P8dkiSRPzyRHT9Wsfydg+iMGnIGxyOrom3+fWtqu7KHZlxSRGq+pVdy7+oPDpGcE0t8uhlJkrp0bex2e1eRO4AjR45gb3KjCxp4M+sL3lCeYnnVcm5deSs/nfsTerWeK/8+hdduW4PT7aMy20tWmXDvtkkO9qmqmDS09yq8ILgaJlM/Kivfp6GhhsmTz+0aVCRJYtiwN1CUILIsPhczBw1l5iARi7ad1x9Zr8Jf70RSy3Suq0Xd5mUQKpwSzLtuCCq1jEoTuUZJ2YJY3VkfgrBDKSsrC5/PR2trK4oiU1srjILs7GxiY2Ip/6oMqy6TdmU+kmyh6kASUy4Yh978Gh5HJ+89sIxQ0IwkHxWs1JM7fAHlO7fSVB7JhAoFgyx+/m+4u1V1dzfrWf7KxzSWReTGz7jjfvJGRAb4o7Bax9LSKsTNGpt+6NLU2PjFx9ibGsPHfAWHSu5GpQ1hjPfgajLgbt/NIc92DjZO6rHNuP7taM1+gl4LKRnjaGr6AafzINAfQ0wsw0+ZT+m+r0ke2kLIZ2HgSUM5eFBUr7daRhCbuJ+OcjMxGc6ucAfQlS48csRHSJLwcrg62qnaE1FjdZSH03sNNnC3QeUGZEkma9BQDm9cx+GN66g5uJ8yY06P4x48Qnh+0p94Aves2QTCGloHrr+WNYWZ+D3RYcIfl3zd9XdStYvD25MIZskgw+6qFFrNEUPLrPYyWVuOyWfiymdf5/tT55DQ0o7N5eUmQzlSo5UPknTsdcsUG0KcZvV39V25I5bVw5tI9Umcb6qieZIH7LA5Zg+fx2yn+IiJ6tVFxGb4+CHnZsBPi0ohLgSj5hSx+Zsy/M58NDGnEvQeQWOKTmFfl/05EyrOQPJkcGCwm9bOVk7dH2BQt+E0IaAj0DiZlqSVHHIprLD7GH2wFCOxfFH8FPWx4plc0DGSfftCKEEdB3+4G0n2k2xyMGvCYE6bn8Gdq+/kq7YfOMfmZ0b6dnZtu4YqQBWWN7i/cBgW1zqqfDJPNepwBX18dOgjpiQu5Cm5kXaridvao4X/WuscGMw69jQJDaS8egPeDCc1ARmLOxLmOvXy/nz3fCTN2YvCdl0QkyoPfaLw3jQ7RVjS6mwnrdUN3ah+Zye5qY/N5NppYqHiL+GbG0Yjy3peXPI5RYa/EvSeGP8P+jwrfejDr8LIU3KIzzCjhBQWv7ibDV+Kj04oGOLQ5nraG11s/b4cAFktkT8iMcpQmXVFMWn9rAAE/CE+eHATbkf0Cztp0qQoPss777xDTXMZCgpxiTH8ZcpfiNPH0envZF2t8K6o1DLxuRra43aypjZSYG2fqprc/DwmTpz4s+clSTJjxrzPggWrGD9+4jHrpC5D5ViYhidhKIondnoWMZMzMA4SxsIFaHFaVOiMGtRaVVStL5NVhzpsvMT4stDr9cyaNYsxY8YAogxHYWEhZ511FgvPPR9LhZFBwRDjzGpU2kJkdTJ+b5Daw+2YwyTUgLedgGs5QU+4srUmnYZyO2PD/IvucNs74JgZZ3dDBaCh7EjU71AwSP2RQyRazyYxUWTRNDYKbkl7Qz1r3n+zq21m9kIS4oWicUy64BcE3CuiDAlxYQ3IuhxiMsWg3nZkCnuXCu+S0xnRv4jPzCJzcj3W/E7iiqrZs+e3OByiCrDZXERsQiItB62EvBYU5RjSs6zvUtxVFIXNX3+GokRm5J2lO8Qf+eGMLF8nuFopmizUZzd/9Slby1uoMIrwyfSqrcihIMOdNYzsLzxjDocdzSUXdW3T0NaByt4ZdRxaQ+QdGGhqQH1EItChJq9ReJS6GyoZxnYuSduGtF6Na5WXqtPPoF9VAzaXF8fvLsKc4uMadysgsd4R/VxKLvhhYDsufZASXYiHyirY2k3zZFNZDNWrxbuVmJ2HLSRm/Y1yiPh0E2Pm5xITLzxSKnUBGtPsqO23GurYlbqCTm0bKkVNqr2A8ZVncCxOdWk5s3wBl255mMB3fyd9y0yMHuHR6QwEudx5Eg+Pf4hpv53K8MQIh0kJaciUYij3Pcbm9ZO5d/gF1PrEu2LV2fnj+L/S33YYlSrALSP+wMiUsYDE7pqTKEC8C8/veJ4z3nmEdq8JlaGcJlO0eu6nf9nGO/eu59vlK0GRKK6dwaX2qZxl0DOiRnh2C8dbyRqYFtVvt048v061mTc3CkJzi0M831Z7Cy0GS1T7m+I6eeeKsViNWurqv2Djprm01j5KrLaDsbZHsek7MKijSf0/hz5jpQ99+BXQmzXMvz6i7Lt/XR1KSGHNx0dY+uo+3r1vA/ZmDyq1zG8en4xWH/0x7TcqmTNuGcHAyZEPwb410eEEs9nMVVdeRXzDBDQ+8QFoDh2m03KITxa/RdATZF6eIDYuq1hGaWkpZWVlHLSvJqDtxCV5OSLX0SB1MGzhJC655BL0+uiq0f8umEYl40eo4fbT9l6MVJIk0gqtAOhbc7j5d7eSkJBAUVERl156KYsWLeKCCy5gYFExa/6+k8IGMdAZZYn587IZOFEMNt4tDYyUTiJOl4oSchD07e3ah6zOpK3eSeG4Scy5/maKp53U4zh+Du31EVLwnuVLef3ma3n37pt56drLCTaNByQ6OrZQVf0Gjd0Mm35jRKqmxSoKuaaNDCKro931Q6x1pGckYYg7g4L5h4hJF4OprzMJT5sgQHY3VlzuAxgTIzwXp/MwgYAdSdJgMhUQE5+AEpCp3xHhGsSGixAqPhObv/qUlpoqNnz2AVu+Fh6ZSQsvwZqcSqwmnIIeny9KXwB0VJFYNIz2xEICkopP0iIKrFfu+ZpvvrqDFxLr0WtUNJaX8u6dv+fTHz6nbNF5tBuFRy/eESEgD5w8nannCmPGIitkrnd0cY9SO6IHK1UwRO62Dsq/jtTZ8VWEFZ01GkZceTt+awHxoQDD5FgafccMYV/35Lls6VamotMgQiBqQ4Dx866C0jCpWRXCkiSes6yBkdpSStioPZC4gQ59E41py4gPWKm1iPtz8uFFJDojulAqbfTxaEI6VIqaghYh6dAuh/A0zmZGv5M5tfA0JEkiI5BI2rhI3byOk26kNWE5b+2ZySOffUHQH11I9sx+X+NunM3u/YNITp7HhrpRfH5kPjurIgKbmnjh/dPGr+Cbouf5uug5tqdFix+md/Qjt3Uw6d5ZtOw8m8Sf/oLNLVydW9veYMWqoq62HsnLytgaUIln9ZXVZfxYvpwNjaIitDnQQWtiJFV/RNNe5EPivVCUIPv23QJAbd1H7D9wJyo6aXIn8PyuqzlR9BkrfejDr4TZpufSR4X3wePws/rDQ+xeEV2grHhKWg9DpTumnd+/i2xaube1x3q3w4+sqLG0DUIKqQiq3XgNDTicDo4cOcLENLH/mr01vPXWW7z55pt4A5EBYoV2HysSDpJd8K/J0qrc28KHD2+i5tDPV0ktLe/kh7Brd6RPQgn0jKsDzLk6onLc0SQ8C5IkkZOT06X2W7qjidiWaDKqam0tBftbmG9RYy3vwCrHMTP1IoYlJpIXE0mTlDXZtNe7kCSJgVNmcMq1N2FJ7lmYrzvyRoxm/k13ABFjxeNwsPTl52ivFwalEgqx4pVPyM+7FYCqyjdY+o9nurYx9eLLAUhOmoNKZUJRN5JQ3A5A+oBibrxyPCenHmGh9WsWXN2EMSHi0fE5EvGEZey93hpkWQzSTqf46B+t53MU8fFTkGUtMQnCdd8ZLtiIoiUl+XRxbes8rH7vDd64+VrWfRSpk1M0eTqTL7w0YqxYMsQ/gNZSrnlvB2+bZ7LBOiZqn1avA1mjwXreQhrLS3n7jhtxtotnYv+OLTSHPSTxjkgIaKRPRnPzHUyw+xm1uwJVN6dWrMdHVnMkayWvqZ0Yb+9VepNvvx2VWoNmnsh2eqm+gQvLI0bo7jIVa70RQ2NARU/BRqc+iLbYytR4M8En72KhSdy7JpWCTeei7JxzSQgXG1RQkMNDZGnsp8wf08xTN7/Cx6d9wsAM4cXQBsX5rtT7edLiZviFaT322R1HNCG0HiPp/SNy9XGnDSDeWkdC8ZdkDf8QWe3ncFseyyqn8unhSfhd0TyQXEslBrWb9Qc389amIGvqhZEScHbLZlNUaOJWo445gFfjosZ6iJL4aFJ4jDeOsU3RPLqjWBdqJaiEsOatRFZJ2GdWYip4ElP+X0Hy0eH2c8M3L7LO/gLqmF1smLmUddnieg+KhXs3vItzyyZ27bqWdeujC262tKxAkrTMmvQm717Ts3zF8dBnrPShD/8DmKw6+o8Vg9/ulSJFdtDUdCyJBgwxGkaekvOz/SVZIrXACkBLjaMHodPRJgZpSVFhtkd/rFpaWhiSMIRMZyY59ZH9aPRa1L4YYlTJ3HPPPdz42xsJHTvz/JVQQgpbvy/n62d20lzl4Ke3DxyXfOp1B1j25n7cbmhRQsQiUbcvQioMufxdxotaqyIlT7jFjxorx6Jybwsx4XRHX7ddSiEFVbewkizJ5MtZjE44BZWkoWjKHCQ5jrZ6V9Sxyqpo41Gt1RGbGJnBD501F2uy8Nq0N9TR2drMc79ZSCgYPXiGgkESbWeiUsXg8VYjm8Q5zrz82i7ZfIMhi9zs3wNg66fn9DteZOEDf0Ez7TYwp0DQR+uhx6K263cmEfKZ6CgXA4jB+DJ2+3Y8XmE4JaQOJitDlDBITT2bIYNfAsBsEwO0u1VHKCCB5KOi/D0AnA3RfAVZpeKqF94g9sin5Ox+mAyjMBQUS1aXsRL6+HI2lAoDert1WFffdKuBjCefIPfLL9D3L2THkm85Fo5YkYKb7AuRMaCY0353By3/EF4Da1klukDPLLqBNZFnROrl2SrNmcdP055jJyPZvaKaYPo4kGSMziaSVBpqa4y4Q7C1XU1tYjsAI2olxu2N5+RN4v6mhssKBFUKI77cgWnlTtIS1zNaIwbwdpWC/MT1eHbv5uMVv8elsSOF/T8ObTvpzR6Kpp2BrJJJTEzmonOjBeDK1UHUWj/ffXZv17ID2gBu+wd4O16jzr+D52LdLNf7kWKTkOJSqW4TkwvTmFRM1kwSir/B2E94P/a0R0JLh8ovZF9LJDNMJYX4+7S7eHDiI6zd/ToHm8MZNYqOiV4xiZE1dvTJkfuTE5tDKN7FoYTNBCQxmchpG4y1rWdV9gZzOdXWA9T5JZJHvM/8O9Qs8Ykwp6zyobEJsUhP9SUE3WkYMt7DpwnS4BfP/nUnFWE0aHEplTQ1L8Hj6Vlp2mYdgy22P25PTY91x0OfsdKHPvwPMeKU6DTIUXNzWHjvGC56cPzP1iE6irhUE7JKwusK0FgRifG3N7r4+JGI1Lbek0SRdTpGo3AHNzQ0ULK/hDGNkVlvg6GBkvwSbK3DSXAPgZDE10/t4vXb13BwQ0+dk19CXUkH372wi1UfHmLDFxGCqr3JHXWsR+Gy+6ja14oSUtAisT98+qH3DtL4/A46FpdR++AGml7a1WWwWBKFp6CjSXy0O+qdNP9USaBFGC9V+1sxhb9QyVcXY5n7y16igv6jmX3Ntag1KvzeII3lkWPtbDlW30TN2NPPBUBnMlO5eycH1gn3uVCKXdXVVmuIHvRrD5Xg6xBEYV2s+PjnDo+uFK84xcBhiK/Aq3+GXbuuISgpMPlmyjMMNMdHlxVRq6wANO48F526P5LkYsfO8yktfRKA1LxR5BfcwIgRH1A04JEuHlB8ZrZIE1YkvB3iwnv9In05xTqDU2+9m6TcfLIGDWH85Tcy9+VdXPxVGysr3DRJVlq9BkpbVDRXCU9OqdIz9TXB28wzC7JpSLTx2qP3Ub5zGwfD10qt1aE3x6BX+Tl1yD4kFWicLk6/9BoSW9p7bCs2x4NxbIS8LAOZLXZ0RiPjXnqVymuuoWD3Lvrv3IH9sW8pzxGeg31r61j1wSE+fGwvfnMOAEMHZ7J/XQr31xrYkaBizSAZSVFYuN7Ntf3Wk95s4Oyf0jl5UxJ6r3iYOsxBPptu5t6EOMxSJ4mKMNiqzQl8OVbis4mwLX1J1/G16xvJsmvRpEW8JmabntiwmnWQEE0qBYxbqZBr2Z+4kQAKa3UBns06jU0xeaw3qHHJgAQNXplpj61g1t9W0WD3IMkSppTIs723ZQjfHYlOk35p16X81HE2KSlniWseFuE7OXsFAHEmLWWPzGXRkHJC/ki2U7Ixme/O+I4vT/+Sxf3/jj19KR8O/XPUtkPBdkZuuo9+hz/mpKkKRya9h1/lpS5kQZKDbGxZgsPfSazGRpIuG601omztbxeGtb9tLEpQvA85GQmk3H8fgfRow3P06C+7Sl60tq3hp+UFbNv2/0Ahwz704b8dcammLkE2JFEVWq1V/Wz4pztUahlbijBAPnl0C589tpWOJjfbfohUXU7Nt3DSZQM57apxpKWJQaSkpKSrwjVASUwJa1LWIJnE4OVs93FkW2OXKNT2pVXH9YYcD6s+OEjZzmb2hL1Gg6dlkDs0oetYX79jDc52EUJoquzknXvX88PLIh04f3gijfERY81X2UnnympQwFfVSfuXJSiKgiXJgFoS/e0Vdqqf3IpnSQX1j22h5k/rOQnhQQlJCpp0MzFToms7fdfhZ60j0MUrAMjOHoJKJZM/UnwU96ysZsvicmqPtDPzsmui+qt1OnKGCQPD63Sw9dsv2PL1Z5jCnoqj6rNag6GHV+arxx/GXi+MqqLpo7n6xbe6vCpHUX9Yha9TzOzr6j+hqXkpTU0/EBp9OeUF4lrqPUFG7mhnbOwNnH/fOFLyLAS9MajtD/W4JzpdCrKsw2YdHSXwZjDHcNnfXmLhnx7rMlbESenoXzaLDFMhFz/6FOfc+2fsqcVUtblZHRrClf5bOd93D4vr+vPa0y+x44jgb2wL9Uw/ndG8Aounma8efxhXRzuf/vk+fG435vgEbnzzYxY99izTxqRi0voxxIvnwrX4Q9rej66llDmthdRT07Gdt7DbjVAzKimD61/7EGtBPzy5OQBUH3Gw5dvyHsfSVuekolFc68yt93HzAy/iUyKetjmbFXIOqVF7FEbGVWP2qJGRsIQThu5apOKdQQG+iDHzpiWWQlnso9SSxtLh4rruSVnN6tyPqbTuY0f6jww2RitaA8w5PZ9YDfxoCKBIoIrbwNYB7azK/4Cfsnd0VS/eEDeWEnN0/05vAJcvyI/7hQSCXh8xhFbXCQ2WxG5V4h1+M78ZdxuxsdFaJenmekYnb8PtCyBJEqkppzPKHAkH3/qeG+fEebS98RZNTz3N7U/V8PLfmyFMsg4FapFb38fiaiGzZgWhB25gYI3w1FSQwcetGt44ItLbFxTM5dU5z2L2T0RSi9BfoHMAiiIRdArPz7h+GopSY7AsWIA8XTxHIQXesffj5nV/R9ZGlwn4NegzVvrQh38Cs64YRO7QBOZeO+SXG/eCITMiA3BdSQdLXtlDU2XEG+B2+Ok/NgWVRsZkMmGz2QgGg7S1RbgjR2IFp6HMUYpKI6OEFJa9sb9rfUuNg7Kd3YS/TgDHlhQYMD6FnCEJkfUdPvasFobMyvcP4vdG3PuJ2TF0ZMfwFT4OEu32VwDn5no8e1tIq7Izz6Ih5kAr1W/sxSJHBhzFFQm9eIxBpPC6hMuKkXQq4i8qwq9Ac0Ch7aQEyp2CXJuWJsS1joboDmyoZ+OXpXz++Da2/2TijD88z+QL/4A5LpmTrriRmPgELEkRpVigi9tyNENo+qVX43H09CZ57eLzaW89wsvXX0ZzZXnU+qoDbXg7ojkM9fWfs3LVUIIhYeiM2daO1R7A3NaOyapjwHix78pdARyd0fWL9Lpoj0d3A9SanEJav/74nRFeS0LlAiRFTctb++hYKgzgytZo5d0KJYW7U27n3YzzeUWZx0/1eWzzRRee04T8JPqaaa7qWc27/7iJSLKMOS6e4iQRujQlC2Ol/uk3cW/bDiiYUj2Y092YkrzsahyFrlgMurLFQr9VK2k+70+8ddc6diyJZK40Vva85pc/Non+Y1M45InooIQ2/oQuFDEmz9sn9l/yTTKWukgNq5SwAFpQFXnOno6zsjmuBYDV6YNptol7+vaI15h4cjHfFb1Eh/Ews3/3RI9jaSyI4V6Tm126IJISRNaJ1HVFCjF/w9sMju1JML9sb3To7O7P9/D0ssNc9WkmL+++mN3NRexsEAP6W1eMZWNuBhei5UpZhffkGWjrenpsrxn6Bn8sfobG55/DvFbHNZvVDC0LMWtriOz9rSh+P20fvI97uwh5ySiM3P4kiZVv4ev8AJujCdlkQgoXEE5bKtSH1zSVstapocIl7sP0tJGk6LRcXLQIJRDOMAvGMmPlANQu8WwW5TR3efxCg4WHx/uZmi0dNWys30hJq0iVVxQJSdKQkX5pj/M5HvqMlT704Z+A2aZj7rVDyO02kP8aDJyYxqi5OV2/Gys6aa6KpFrmDYvoHsiyzMUXX9xFQAW49vpruXysIHU2uZswDI4uMHi0RMDiF3ezZ2X1CXtY1JroT0N8mpnsQdFqk1u+LWfr9+U0lEXXV0nKiSUl3shf8XA1kWwPX7yOxeF6Qi3v7EcpF/2ytTKx7t5JlW1aFZU5kQFW3z+O9AcmYBiUwMJ7xzD94gEMnllE/vTx4Q5iQIpP70mutDd5WPzSETZ/5yOgXEhLbRySJJE3MppE6mxtifodEy/urSTLxHYzbPxOwc9wdFYQCgbZu+onADxOP1u+K6ex3I7XHm2stLSuIhQS9yg+bgqakwVZlGaRXZI7VNzvpkoHoYABmy0yKOt0kX1v+a6MV29ZzZGtkaq5kixT5RdZJ9WNWdgqIgKDncsq8Rxpp7JSGC2T5V1o5ehnoT5zLJs8A/lciRb7S/HWI6NEpWcfxYi53dz4TaIUg3FKtC5J4pBOsm6ay5qRT7HacSUb62fz0cvVJL/9MfnffYs6Lo696+pxtHnZ9HU53nbx7HWG61tlD47HbNMx9tRcDDFaZi4qovCS37BXEWnpnnVvY+iWsl00qF0U2gF0B2CcqpLUFBsXOdujjssSFM+KxroFCLAzsRCvvRi1Zwinv9eIs2E6Nwy7gTfP+BhVWK32k63VDP/TEj7fXs3cZyJlBzShADHuyDszvNzLq7YKzsmLGI9jQi2cc3g5D7au5dVFo7qWP7n0EIeaJDbUjebv267FF5RIkv3kBTqIP6c/16JnUciEpI3F+XSk8N/gQc+j1YrjSkg6SN1XT9P04F+xfuvg7g9CXLEkhFetwqeS8VdUonjFc1djNbM9V01VjJjA2Bxuku+6i+y3RX2g/Lqe3wirzoq79E42bT6NhaMSmTEgiZiwB/mr5EV4QsJ4ccsiZOx0ltLevgkUaGyLXBebWmw7tegFZkw/QN7uQ5wo+oyVPvThP4wRs7MZMTurq1gigC3FyLQL+zN6Xk5U25iYGM46S8StzWYzifGJXDnkSianC9G3iqxtXW1Vapl510U8PivfP0TVvp6ZR8dCURScHZGPf1J2jPDsWHRodNES6t35LEeRmBnD8CwrAAHgPly0E+L2llZ+ImKUyEY1ivH4IbP1jgBN/aw4Y3s3ZOLTzQycmIYkSdiGCv6Qe2cT9p8q0XgCvUrzd8fhsArxkJmnRC3vaIyoE5tt8ajCxTmNsRZmXXlD1zp/WEFVaxLH53O7qD3czqu3rGbjV+K6qOkZPjiKrKwrISFMnGw6GN6HFp1JbDfolsnNuQmtNgmtNgGjUfAamqo62fhVGV5XgD2ranDZfV0hv4+ap3LrygfYtOMO5FD0LLz5ld2k7SkHYJ68gVUX2lg0MpmTW0QF4HIHvJhyAV5VNJemnyNacwYgISuHU677PbEJYYKyooBdZEwZFt4b1TbuicWE5v6Ndlcsu11zCaDD3uxhX7kOdXw8Pk8AV7fnzVklrrc9nAlWMCKJRY9MZFSYsyTJEgUjkzCMFYqyWbqdPNwkBt6J+wr5qGMwvtPni7ZAaoeKdnshM7wuTu2MTARer2tkkieErG1FG78aAG/9GXgaBEfmxZXlXJQwhdUPPcHrt/2WgzUt3PrxTtpcfn7/4c6oc/SpdMzalERmg4HLm+2kZzhJbLiLB7yv8+TKZzjDdYSnLxuPbDAwatXnjG09wqfXju9xXY+ioPoApSfPouWlvxFyiedRNicTqm8j13AFaSwgMXEWkyauRR+uRxVI7kYmz8+nrLgfy4pzWDkgi3aDuKdunYad2cm4EGEgk8dHZmsnsXNOwTBkCAlfPo5xeBCzOzqLb2piLsFAG35/K/i289qlo7lvfiSjyazp5NSCL2j1CFXc6hph+FilYdSbwKIKMdIYwBi2OFbX7YYl9yIf+JoTRZ+x0oc+/Ieh0akYf0YBs68YdLQWHf3HpVA8OR21VtWjfUFBAVdffTWXXXYZsixe4dMLTgfgx/bFnHx9fy58YBwXPzS+ixNzFL2RY4+F1xUg6Bcfq/k3DOWUbmnGp988HLNNd7yuAOhNGkblxPHW5WP48eYpXLhoGJea/WwhyCYCfIyXF/Cw98xcrCdFSMp+RcE9OYMqX4jFHX4aA0qXZ+iXoMu1oIoTGR/2JRU0/m0bJ8Wquz5w0y8ewJyrBzP+jPyuWko+j5hZJ2Rmc9bdD/a6XUdbCx/eL9KZTbY4socMJyVfxOL9DjGoasyCDLHrx+/Z8m20fP3wyeeSkXExQ4e8ErV82tR9xMVNgJTBIMnQWgLNghQbGy/OOeCSMJsHMnHCKiaMX45KJZZ392TVHGzj7bvX8dljW6k90o6s0+H02riccNHNAbEsGxPxiM1XCkhBIktqJKXfMB44ZxQP3XUtWdae99SAh0ypkb+MPMixInqX/PUZiqfOjCxwNkPQC0hItkxSHvyTOJcFC5Azh9De5CcUiN7G0TT4jsbobLBg2ENhD3tWYhN61whKmTidav9wAKa4PbzefAH96wbT7DXRlJeDMkUQnL0lHjJLvuOgPQF9N89ijt/PX+Jnc7LThTbxR2RtA0rQhNtl7Wqz/NU7aa+r4iNlMLOf2cDxMLNpObEuDTO3JvH7znZSR3cgEcLY8iVF7eXcMzSGlKJ+WM8WBlbbW28zIsvGmNw41BJcNio6xFfQLjJoWt98i2C7CLfK5hSCHSF4wgO/W0PLaytpeX09clk4c3BYGm1J8djefRvnDVexP6zv41er2NQ/BXushub0FNRSkKP3M6e5A5WiIBuNBAKd7Kq5Efu5QWY7I+Hb4YYAE5S1Xb+PKjjPK7AwuVaoIf9+xIuclvcTA4Jb2F35MXV1Qs/HnzCXTyar+EOKh4vjhUHaHpD4atebBNc9fdzr2Rv6jJU+9OH/EcSlmbjwj+OYfF4hQ2Zk/mzb1NRU4uMjg9CMrBlkmDNo87ax37AFa7IRU3gA6h7Saar6ZWPlKHFWZ1KTPSiemLjIYJGUHcuiRyZy/v1jmXVFMSq1jNGi5cxbRyDJEiO7ZUhNKUykICmGmUXJPH6O8PCEgKfw8i4+7vpyD0pqxE0eNKjpNy+X2hRTV6pyev9IrZ+fgyRLWE/Lh258BKMsYVbBnGsGM3BiGnnDExkxO5vTbhIDnNvu47PHttJS4yBnyHAmnHthV9/+E3rWPcoZKkIs597/CP3HT8YXVk/VGINIKjEwHNnwNkrIQ+HYZK57fjp5Q9PoX/hHEhKmE2MWaaJGYz6qo94LUwL0C6ukbn8HgNiwgmogPGjLsgaVKnKdmqs6qVQHaZfFPgNhw3LHxjoavCrORUsyMm1quPZANfdvKqOz23Weg5p+mSmgFYZscm4+Ty4cEXWu/RKNbNddzQ/aO0hsXMWsGQOQkRkWN51R8bNxbzwM3m7Pkj2cgmpOArUW2znnkPPRh6Tcfz8ApTtFJlZqvoXz7hFht9Y6J0F/qEcV86BXIhRUcLSK5zAmvneD1WjRkX7bu7iKf0NLwQ0knHQZskqQo3cu/Y6VjRGOTUFjO8vr8xntiYRJ3ysdwbLF6xni8SJJQTRxa3rs4wbXlSxJOZkjpp4esoWjM/n02vGsva6IcV7BB7EEeqbhGxP9WE5dAEDchRfg0qrpWLUKf0UFjx75ko++uosLnruVQUmRe1TQHknpDTmEZ0WT3h/TjPvRFpxEzLy/4TmswnMoiNpuFe0m5LA+zcYHf3uYbd99SYrezviECiYllTLyooPY73STmNvK9YXrmZd2gETJR1pbJ+apovBgbe3HXfs8OTuDFE+QAl2QRQk+dN0shfZ2oZAd3L6Vuza9xU2VP5FjEVyjocYgV6x8gGDQiclczIvVK0nThDB0698ckKiSQ7xriyNUGBGy+yX0GSt96MP/Q7AmGxkyPQNNLx6Vn4NaVjMzS8x0jy1QdrRwIAgSb/dKyL3BETZWTJbje1DiUk30G5XMBX8cy7l3jia1wMqVf5/C2FPzem0/tTCRP58xmI+uHs8984QyZlOnl1UdTjSZIuXROlAYX0f1ZwDi0nrWVDoeDGE+S9wFA7qWnXpJURTvB4Qny5YitltX0tGVfZWYJcIMap2OCedcwLRLrojq13/85HB/PbOvuwmjOYVgOB02vVgQpRUlQNC3i3Gn5XeRgo+iuPhvpKacybChr0cf+AChRkzdDgBiEsTgHHT3/nneUt7Kh2Yf71r9jJidTeFYwVtYtlcM+tMRHp+XAm6OBlfuVDnZpdoEwDidTOIF/4ja5qicOPonx3T9/uH309Bf8hHGODHjH1z3ChctuoX+ljHkxw6j9YsGvK/8vqu90hEWUouJZHsYhgxBZTahKAq7lov1xVPSiU83oTdpCAUUDm9tYOcyMdAl5QiPV8gr01LjIBRS0BrUXUZ3b5Cs6RjPeZL4ix7GmhKLrOpGAtdqaDVGDG1JNZiMGjN/bGrhs+o6Wr0GalwWisK0KpW+/tjNA3DAUNhjWbFUxt3jtIzMspG++FLOydpDYUw7E/OHE8g4iVBAwh++f8Z8C+pE8Qw2uDpZUZTNprxUjsydh/frLzEEffjr6mirj6TWD24rQ5uTI65Hp5AeUMUP7/X4WlWiXYdzNda8DoJ+Px2NDVyYu5MJiZUUZ9bjNcrIlhCZheWoZYUBlmYuGbCRlEULSfvLowDY7ZHQlj+xiS/qW7ghPiLKmJMtNH4cjoMEAk48u0X236kDI7w0RxBcIYn2gMRPgSFsbdpOqib6e5Marlj/uDWGs1TRcgI/hz5jpQ99+C9BP5sIT7x34D1K2yNckqzieK55ZhpavQq33UddacfxNgFAU4UIMxwbQuoNsQmGrsFEo1X1GKCPQpIkLhibxZjcOK6YnMdlE3MAWF/WStI1Q0i8ajBxpwsFzpFzcug3Opk51wyOqil0IpDUMsYhiRhHhcmox2Q1HcWMRUVdBRXb6gWBN3/UWM5/8DGueu514tIyGDnvdM69789kDR7G7GtvIiknYohptDrOvudhNGqRvZM6aCpjz7gKAFm9hca2F6iqfjuK0Gwy5TNw4GMYDMekbyaEU4VbxD076lnxNAutmI7vy2n96CBKMITL7mN9s7g/rlCIcafnMWVhAUnD3+eQthwNkB/+rG/txg/aUd3JP4LCs5MnG8EcbcABPHX+MPISTDx9/nBkWcJuHY9z6uORc94SLdfeXj2R4E/PQNBP0yYRJmjtFkI5Cr83iDt8H3KHJiBJUld47yi3B2Di2eL+h/wSaz8WmVjphVbk4zxTx8KSaEBvjoj8IUlsKhqBRyvkBU495xRqPImc5XDSz+8nhIw3pGb1HuH1k7URrlKm1EhvKJSq+EF7O9/q7iZmw+NQ8hPU7SRWHyRpxFRSb74F1cXvcuT7XOyV4hz1qeI9qt6/h48euBOANrOBSpsggbeNHcniofnEOoXRZvXYSV4wj7jfXB6+gD8vnBZwRYypxH5tpOg7mZlyhI4YNSXZRjrNEV5Yc3w0jynp9NGorFYAnK4INykYdNCWAtpuobv4+KnodKlAiMbGb3Ht24lnQIiyCUu72phVoJUUpLQb+alGhM3mB6O9TbkeH5MDKhQU6lwnrgHVZ6z0oQ//JSi0RT5aD2+MTntVaWSyB4tZ5+ePb2PVh8dn4ZfvFtkw6eH6Pf8OjM8TXpQNpS1IKhldnhU57E3SGdTM+k1xD4/IUWwqa+X6d7cx7+nVLD/Y+6CiCbvUO5dV4qvrWSwtJdfCzEsFQbC9QSjdippFRRhiIqJamcVDOOeehxjUS22huLR0pJDwxtRVbWD32gCgIn3CYcornuXQoT9SWfkP/P6fL1FAXDjE0FEFfg+5QxPRmdQEHCq2P7OLzhVVuLY1Un3PWnY8vI69ugifwO4O4HBtQsrcyj5vPANRoUbChZ86FGRCmBCDxZFwGrnBHcS5pb5HKYQBKbH8dOs0Th2aRun2Jt65dwMfviWj6K0A+NzCy6KSdgDgVwqoX1JI8O/TSSp7HoD9VdFCiQDuTsHpUWvlLg2i2LD36Gio59TfDSM134IcDuMdFfM70TAgiFCgWqdHkiMF9TSm03DF5QBgbqtk3AOfUplzKW+VCi9FfEYWEjLTtiUwsCmSQTZH3sSt6g+jtn9At4gftHfQXw4rsu77CjaI897RnMialTtZ/f6bSDo9hnET8TvF86y1yiiKwo+vPB+1vZL8TJL+8ig7w46jia3rGdG+jTt3vELs3LlYzziDtMcfJ/fzDzFPSiekhFjT8BkHOzZHbWeo+RRafhChNVuKg4V5O/DNcLFluJXybCP7BkQ8Zm2xGhoD3a5p1SYURcHtrsbhENlcGWkiHNqYoCXYzUIwm/tjs44FYP+BO6kpXItrUk9F4iS1wvLGwzS4GkhUh4iNExuxtPsxuIMUlDu5bOCiHv1+CX3GSh/68F+CPGtk5r+pflOP9aPm5KALZ9/sWVGN3xvE2eHl4Mb6LhXZncuqugicR6tD/zswNjceSYKSJieNds8vd+iGOz/bxbe769hba+fuz3bj8ff8YGpzIgaHc0Ntj/UgZuKSLInr0H7ipeqPIhQM0V4jBoKEgd9RcOqd2AoDxGREjKMjJX9l/YZZ+P0RUmyw00fH4jKCnT4CrR7q/1FBc+BPBBULoeYjLP77A6S5VjFK7yC7I8KxkBTIklQMJzJTbuj00NDwNWtrx2JUVPwVMfIZ5YOcKq/lVc1jXK76HgAHUBPOAmn75DD2HyPig8di25IKlJCC2yWxKe1tdnsuwacIDZsEzcvEqIScv4IRb7sVAFcwlj2u2fg80dlb7k5xbQ0xkVl9TLweNWIAik3Qk9HfhiRJUcrPhhgNReN7qun+HAZOTEOlGwySHpW2GEk2Q77wKLm3bSU2KYW4oj8w95ZXWfjAX7n0ieexLbiSnHoTo3cnssC+lDHKXq5Xf4kh6OYkSShJX2Veh17yI0lAUjHEFwhC8RHhbdrbITx5ZTu24vd5sSw4lUDYWNEYAlTv201LteDQnH33Q8QmJuPxenjvgxfIDB1muK0GKw4mtm0gmByDaeIEJLUay/x5qG025HExfFHxFLXuEpQRepbUvMm2loina7T6ElAUfDqZ5gQtnTGaXq+P06imbPQjsECQW0MlP7Jz5xWsWy94K7JsINMujL02m5ZgmO8Wa/fTufgzEksjIWXPAB/+rIjXS68XPLtkTYgVVSsAWGD2EVJJxBgKyd8zlNEr7AQ7BzNizG9/1X2FPmOlD334r4FOpeNPE0QWhizJBEKRQcMb9PLgwXsIXCzE4hRFZGN89thWfnx9Hx8/uoWgP8SOH8UHdcC4lKhU6n81LEYNA1OFQTH98RW4fL2nJx+LQDBERYswrAwaFbUdHtaXtvRop8uKJTZcn8lzsK1XfZn1DetwpQnXf3vDiZeqV0IKaz89wkePbKG9qh9KWD1VVgWIn1SJR9FDKMKV8PtbaW+PSJS3vLufzpXV1D28kfonthBodOMJjKDO+w4V7+8hq7WAIZappOt79yp0V26pa++ksekHtjUMZRE6TKgJahy0F3zK09rnmK7ayVX6jfztPFHksT6mWwXiY4pvHkUopNBSHUnx3bIuQLv3TECLRtpHo9/Eis5+tAfFs+IP5eEIxvNe83ME0VFzMNqT1JuxYjGqmWVRM9qkonhyelf4MKZbCYLz7hmD1tB7arsSVHq9p6Pm5jDz8ouZesnjaEyCuGwaLTRNXFu34TnQSvvnR/C8X0uSTXiBLjp3LhqjCdnvIaflCKfUfo9FcrLTk8uwuk3cIn/FlRdeTJ3bjDug5oeyRDriIjopbk0ijR7xrvg9bt6762aqDWoS/yyKJMqeRsp2CkmB4qkzyR4yjCEzxbGdk7Wb+RkHmJFSyg3917MgfT+dtpjoGkmhEO3LX0IjO0jJ70dyQQFtvnpqXZEimJqgGaNTXLva5ONXWJdkKJzcH/qdDCodrZ79tLSuAEAVhPQ6N8bv/oTRFf0+2mM1bDP9idoXHiH5j8IrpughmBDxzpnC6rTTk4vI1QbJ1QYpNon1/Qc+gm7+Axz5OpmaxU4kn58ZmdEFDn8JfcZKH/rwX4TTCk5DLasJKSGqOqtYVb2KQCjAxrqN/Fj5Iy/ufoGEwWLQWPneQezNwqvhdQY4sKEOR5sXjV7F1Av7/2q+yK/FuHAoyOkL8s3OnrHrqlYX4x5dwSdl4jPlDQQ5UN9JIKSgVclMyBf9q49RZT0K84Q0UMsE2734axxR60rbS7n2x2t5M/NhQoRob+h9G72hrqSdHUsraal24KwbQqL6E0YMfx9/SM2dq+/l7rV346yPDoe0d0RqPfnKu4noBaMHXE1jOummiNx9QCPxUW00V2Rh6jaK44XRefNH21ldVURFZyZjwx6X+oFv0JBdilcj7l+rK4EpyVa++e0kRo1IitpWqBcxvrrD7V0ZRiCy6dM0wkvgnX4SX7Q9TLVvGDU+kXnjVfLYrbuOflOE5+WHV/ZyeEsDzdWiQOfRMJCx22w/xu5DI0mkaGQKh0ZIsRPPKcCU7WPaxYXHJXgHO7zUPrSBtk8P91inUssMmpLOyDnZjFmQS1qaidSYbFRJAwi2tuLaETHQGp/dQe1D66i5+EbGuSLeOUdAB3F5xMcm4HVLlDmTMKXm8nHNGJ4/PI49lUGWLdvd1f5wqxGQSM4rQJJkmqsqWPzckzRqwhWgnY3U7RX3P7NY8GOGnDyH/AE5pBiin8vC2BYWxv2A8uc0+PJ6aC2FjS+Qtfcx5qUfIGvwMDKKBqHW6jBnJWC+Oh/zRGG+ajtFSLI1TrzfGRmLyMr8Dbm5v2PmjBLi40SGm8O5C2LT8E/+LSW5wshKbPYybW0zhQeFXk3xAQfZlS5S/aNQeSLPqGdUCFVjEFUv0VfrrhViv4Gd/C7Zy++SvahkiA3FYbEMwzB8OJr0dEIuF47ly/lD5yRu3XPiVeH7jJU+9OG/CLIkk2wULunrfryO65ddzxt732B3s/i4BpUgVUlCmt7RFq12u3WxCAtkF8ej1vy6bKT/CS4aFxnQb/90Fze8t40/fb0Pu0cMbm+tL6fF6WN1vUyLw8ulr21mflg1NCPOQGac4KXUtPceRpK1Kgxh1d2OJRW0vLcfR7io456WPV3tWo117Ks7iD/oP6Hjru+mc5JVHMeQyUOx2cbQERqNK2DC7otl/049/fIi9X2am1egKAohX3TIymWpIemGYahtKgKh8h77Oti0lg0Gib8QISnaHJkoIWGItDjh1T0XIwNHS99pYu0gSdSmhisNK2o++NMmMtQaVix7njZvhEjq7Ua2bqrs5IXrl/PF30QarkGGqWY1E80qdLJEUC2TPiMXnUmNLEuEEsW17QyMIGbyQsYuyENWSwT9IZa8spcPH9rE89cuZ/k7B4iRITkQIhgOa5k0EUPY8315V4ZaXJoJ20AvhWOiSyB0h31FFYo7gCss6hfy9gwDSpLEqFOyGe3y4d/dgn6o0DfxlUXOV/GHCDmCaHIvIPZwPXIorEsSUrEt/XeYDwg9kTKfnq93N3Da7feTUSTCILXuSJixplMYVaNPPZtLHnsGc5y4Lg21jRAbLqdRJ/RIMotFf4M5htMXiLpUgbhCvBd+g5IostgsWi9SwA3b3yH04lT44S4Askwd9M8xY0tJ47pnn+fCB/+KNTcNUz/xbKg7oyso26xj6NfvLvJybxS/44TuzKHDD9LcsoLDSZ04wuRbsyPaaI11BCgouIOC4ifIfFQiqUHcN+fUII6TAhzr7zLos4jp9NIbjnJgJEkidr4Q66u59Tba77iPwT/0NDiPhz5jpQ99+C9DiklkqFQ7xCzyuR3PsatpV9f6vdpoPkvmQDED7GwVg35Wcdz/xmGSm2DilUsi7vRvdtXx2toy7vxsN+0uH59vj3BNXl1bERXuyYozkm4V7uja9p7aFkdhHis4D95Dbbh3NdP+xRGUQIgjbZHMh0+HPMaD3pt4bMtjUX2DgRB+X8+BsLE8wumZc83gSAaUOUIaXOMaw0+b45gwcRtIMbTYq/lw5dM0HYwOWe00lCGnQModE9gTitSN2Rfs5AU8fBxoZZNtNF/j51w6CaKg78zmbE304DI02IQKFaglUkeIFNOKDANOg4qGQB46SzU7f9pDfdVhltS+wRG7CEu0vL2PI/9YjhJU2L60klA3T8/E/lasaol4tRgmrFMzUKllzr9vLOfdO4b4wfH4FQWdLBGnU6E3a1jw22G93ofJMWpS6hy0fiSUegO1kbCb50ArrR8eJOg4Md5QoCVinDq3NFB7/zocG+tQQgqhbnwZXzcBRNmYjmROJmgPh+yM0R4t0/T7yApau34v/+iTrr871BZ2VXeQPWQY5/3xUebfdAfekJodbSnUumI4bE9AkmRS8gtIyMxm0HRRbqC1pgqvVXjJknSdmG1xEcXfqk3wzU0AqPOnous3mcBVazjkj079l33RpSwSdjwBdbvQPFWM9OlvRP/OTch0oHPkRLW12cZF942PhF2OHHmUuvpPI+fvDj/n1m7VnsffgCY9HeO0i7B9KCOFFJAk7GeG8EY76IhRpWCxB9B7ot8XWdKSPCCi+mw79xxkkwlC0eTuE8GJlYftQx/68P8bZJgz2Nqwteu3UW3s8qwA7OjYxmjbuShtGsxxOpZnvU+9q5OJ5WchIZFZ9L9jrACMzonDpFXh9AXJSzRR2uRkyd56fIEQzY7ITO3lNeVR/fITzaSFjZWanzFWdLkWrAvyaP+urCvk4i3vYH9rpNCjIonl7x94n5tH3oxercdl9/H5E9twO3zMu3ZIlPbL0UKTo+fnRnmgmr25gBiMd8cMZs9WP09u+wm16g5UGh9N7gR+r93JWehxofA5Pjxx+5jlKiXWPJiKNvBKPxAfP417VNCIDxIi4nS1KKy3HGRSxwDGhUwMjDvAvlYxG5/QWQ3WfFQ2HVbzFGJjh2O3b+fg6MF0NBnITXwAjyMVSbaghCQa3BUUxAohOH2pmrYdFbi6kXlPvqAQ88oqjg4pmgwzMVOFl8Bk0WGy6DDa9DT5FdK0Eoawdys5J5J5IkmCG6WXQBMOKfrCRoq/UYTdNOlm/DUO3DubcO9sQptvQYouQRUFRVEINEfud9snIqut/fMjONfX4W9yEXdOIYF2L8G2bh43SYWucA4AgfqdhNxtaHOnRVZrDBTYxlHuWNJjnx2aWN7dWEl2vJGrpuRTOG4Ss65xE5+exfpP3yfG38DYM8/rqrodly6Ipi011VTESBQCyXoHbUndQh5fXi/+jy+AMVd1LT5sHEOhX6RzV7tiyTAKY6U9ZMGsC6Gu3w0vCb0f9n8FNVuRqjejlQsxtA8EVECQmI5RyD4TdOPZmkx5JCbOoqlpCU5ntEfD7AgbGTdsha9vhMQBoFKLcgV/egBf+WVU75mH0xi5pjpPEK9ePP82XwzqoML4TW24DSrUIZmyuReSkX89shwxMzTp6cRffTVNTz7Z4zr/Evo8K33ow38ZFuQviPpt99np9HWiU+kosBYQUAK4px9mwIRUJtyQyo8d37EndTUObRsZA2yYbccn6P2rYTFq+PbGyaz7wwx+umUaA1Nj8QcVlu4TLv6zR0Rrkpw6NI3fn1TIlZPzSLOK4/w5zwqAeWI6afeNQx82wtq2VpG/O54HK6/noqZ5kYYK3L7qdupK2nn99jW0N7jwOgOs+aSb/kQgRGd4Zn9UWO4oSpuiSboKEnZFS2sgliZ3AslIjPGJ0ePveHgBLx0+Ey5nKW31dXgcDrb7KrlU8tJ4jLz9bMNWLhjwCcmFQmXU1N6Pc/p907V+UDgLqKJ8F89fcSFHFoswRbtUjz55HQBqcx16mzBI6txlNLgj2UAHvtxEzaF2AMafkY+1up2QM4DKpmOrbjnfV7xKUIkOk2UPiqcxnP7sL+0g5AvS8swOpppVaCQYMD6VS/8ykZzsiAGjuAMEWj0oYa5M4pWDSbh8EOpwqrmvpIO0agNKsCd5NtDmoebONQRbew/7+eudEFRo/eAg9u/LcR6jjKvJmiD2ceRH/GUre/SPTxzO+MRTMWhjo5Y71LHMRcNr3x1kb20HkiQxePos0goHcNadD3DZ315k4OTpke2EjZWG0sO0eMV52bRuTLawFebt7CpcyeVLIDEiOWCPH8IPtf34tLKYKmckBds68WLUZzzX86S3vgk1W9DKe1EFjPSveBpb+WwSdp+Ne2dPwbUhg1/AaIxW4x3iHIbJHSRQdA1t31QSmPw3mHRTVBttTg62tMg5DtvVwZht7Qzea2fowQDp4V3JgMmnQjf7SQYMfQqzuaegnmVeRLXWOGN6j/XHQ5+x0oc+/JdhTMoY5ufNZ1jiMHJic7qW51nyuGTgJQD82PktMy8popkIfyE0qIWZi4r+tw+XnARTl5fkvgUDo9ZdOSmH8UkhUmJ1PHj6IB4/Zyi/O6kfKRY92fGCHFjX4aHddfwQwufbqxn652VUJYU5HNs7uKhpHqOcxZzfMpdEVxqTy87kpdJ7uWrZKbz+1fMcTIyEylprHF2cis4WD4oCap0KY6yWBruH2z7eybL9DSzd17sCKsApaHgHE5mo6ERhfViwrcMXi8N5kJZqYTi4E3oSDoemyZw18W1mZq0iNjsRSa9CFTCSXGZhdstSzq//jqJYwX+odAqPUe2eRmQlSSjqhiKhJ22suE5Bxc+K+g/Y3iEGzTinASUoZvFDZ2bSvkcIlJVrDnDkwCaaK8s5sG5V1HHFxOmZcovYr6+qE9eORgLNbqxqmdHJBsadno/JomPsjIyofvV/FTohkk6FrFejL7SRfNMIYsIlJlJqDbS+vKeH0rJz0/Gvr6TpfSgzjkpGkxHRTwl2VBFsPkjIXoNj6d1I2kpClojxk2UuYkycKGyZpM9izjk3caU1nrsw8Bwm5j295mefNRDaLba0DIJ+P4cPCUE3i8bNuDPPFQ1ay8IHFw+maDeSLj6JPR0plDvj2NuRjKIKZ1BljYOBp8HQC6J3tu9LaD6MQQ5nmx00kXTofLSulF65PAAJCZFwUHra+STOehPl1Jdo2HMqzg11dCwp77VfXv+7SG70MnR3B/GqbLQBhaQWHwkN7Ui7wpo0Z70Kd5TDiEuOe3006ekk33MPCTf+luSHHz5uu2PRZ6z0oQ//ZZAkiUcmP8Lbc9/mtdmvEaMRM9vxaeOZljkNEHyWGkcNVy2NuKD3ZqziiP9A1+/eUkP/nTjcdpg/bD4LW2zEU5IVZ2BhfojVt03l4nHZaNWRT1acSUtegjBYtlUeX3jtpZWldHoDvF3dM8VZViRubn+QU1qmkeVLxRqMYWZrf5bnv0unVlSoDvhDdIRDDx1N4n9Lgh5JknhtTRkfb63mN29uwe4JUJwWy9Z7TmLXvTMotknogHvRcw8GDMi0xZRzndRGW9hz0u6NpabmfZqqBem5PV5wHBapv+eTwpV8ee1Qbhz6EKpwHSBZrUGXZwUgpmUOAzqPMBgVallDp7+VKmfk/gXbe5Y+MMSloTGfg0afiDZmIXYpBwCzxkqRto051w5m7YdvoQ0IT83OrZGwyK6li3tsLzY7Fk26GRRo/yzigUoCDGFNn0BT754vlSWSyizJEobBERHAQI0Tf70TJajgb3KhhBRcu8T0XVdgRZcf8ToYBieQetdYUu8cgxSuCh4zI5OUO8cQd3Yh+nxrV1vfgYg3Kvej10n/04W0j/LjPvJD1/IUQy5pxgKmppxH7BYdC8O0keTwcLm9qp2gw0nH19+g+HoaLiq1mnk33gZAu18YyEZ1AEts2BPXFjZWbD0NU5VWy5SLBRcl/+SFSDduh3PegP5hD+CCp2DS72H0FWCwgacdUFCratEc4+mLCoN1Q0H+bQwZ/BJDBr9AYeEfUbQmvDGzUcIZYO5dzb2W5NCY0hh0oJOENj+odHBaL56ezDFdNad+DnEXXUjiddf9qozDPmOlD334L0aiMZGvzviKP4z5A5cPuhyrzopeJT6gd66+M6rtrqZdXLz4Yprdzbyy+xXGvDuGdTXr/u3HeNQoenXPq7R4WuiU9natU6t+/hM1KkdokWwu791YKWlycKBecEy+qWimXt3NYAlv2mbQkKGN7Cfdn0SxOx9pVAuWROHxaa11EvAHuyoFq+J0/PX7A3yzKzrl+swRGcSbdcSaDHx92xyeG53HbMSgvK9jKysr3mKu4xUuMIlzdAZSCAYdODRvoNYHaFKJEIRc0EIodh32sgUQjHgUMmxz0OWJgbowpYhFuVvoFyuuQbMnWpZ9z1ctBH0qFAW8HSL8pLMZsCQV8Ns3XmPcwniSFjxAe5KYlfcz52EINrHn2+9RyxpCShBXIJI9U19ymIbSIxyLYwtIAiieAJ6Sdlz1bbQfwzc6CtUxqcmaxOiChY1Pb6fp5V00PLGV5tf3EGzxIOlUxF88EFW3UKXKpkc2qFFZdCTfPJKU20ZhmZWDOrz92FnZxJ6cjTbbR6BOZDql/PF+dPkiHFKxdzf15d/R+cVVtIU9TUNsU5Glns+eBthV1UH9ffdSe9ttND3zTK/nlpybT2bxEPwhNa5AmDjSVi5CQBXhdyqu97TdYbPnc9nfXmTqRZeDJQOKz4BwdXXUWjjpjzDvCcib1tVHsqSTcPlgEn4zCPMkEToNHBMuUxRBQJYkFYmJJ5GYOAvFFaL+0c00v7onqu2xqf49EJ8Pwy+C6yL6QegtYPn5Aqz/DPqMlT704b8cCYYELiy6EIvOgiRJXdlC2xu399p+3mfzeGrbU3iCHu5ddy8uf08NktXVq5n/+Xy+LRUZLI2uRppcYubrD/mjsm1+Di6/izO+PIOLv7uYVdUizKBLWozKWML0kb2LlnXH2FzhRl9xsPeCaIt3R4wJX0Dha2OkzIBugOibEKvBGh5sy3UiA2mos5CW7BI8+Q241Q5aahx89fcdbF8ihNC+8zp4fkVJD3Lv6JyIkJssS4zUCUMlmGnGMNmGt0OH3KjgPSyOo82TgKKAylRP4dlltIRrsSSYW+mMq8MXEtP64sM+Jq9rIWHVB+gLxT78tRCjSSLNIqTjm701mKw2Tr1ZpLoGPWoOfprDgY/yaNgmtEy05gZi4oRXyJT2E7KuhoZhL+CM24ssyVR+swWzRmzfGbCjoJA/aiwDJgqF042ff9TjGuuyYkm6fhimcakkXD4IU1h11rWlgQPvLEWtCK+P4ZJMYqZFBrPQMcJjkrrncHRUk8Z7uB0A87hUZJ0KbWpk9q62RYwetUWH+pgqzZJKJnZmFjGTUyLtkkRqtMvewZFN63DoxX1SfMKbZtEm0BvSkCnbshv7d8LL1PLyK4TcvXuO5t14G9lDhuPVh1Nnmg/Bi5Nh44vid1zvRT8B4tIykFW/IB+Q260yuDULVawWfT9bV7r+scZKx+Jyah9YT+eqyHvlOdzelU4OoPjdKIqC52Br7/u84GPInwGz/yx+Jw2AKbeJkhGTbxGs6hOEv8FJ55LKX24YRp+x0oc+/B/DUWPleHAFIsZJo6uR21fdHrW+2d3Mdcuuo8Jewf3r7mdZ5TJO+fQUTv3iVPa17OPuNXdzxldnsKxi2S8ey4+VP1LSUcKOph10+jqJ0cTw4JTbMWa/zD7fazj8Pz/DmzEgCZUssb/OTmlTpG1Jk4O9tR18tVMYHzFGQQ79QPGzs185+rMKeP+IULYyHWpDK0v4UfjBJFK857dNZdfBrTwl3cuK/PfY9HUZdSXCy/BjQojljT2LQVoMGopSY0XYwh/Eva8F5xqx/4SxaWQPiVTNjfO3oQoFaHBqeHzLDXiDGjTGAE0u4Yq36aM9RXHNnWgDClLJT2g2/AG9pRIUiQbfcyj+eNDKzH7oNq556W1yR4zGECu8Lz67lnELrmPeNU8AYEw8wpBZgsNxVKhOr0+nM0XMkNNduQywiPovDn8b0y65knm/vY2xZ5yLJMkc3rSOsh1bORbaNDO20wvQF9q60sXde1swNovQxGH7Nt544AZ0kxLQhqtsG4f2rP1kXTSAxmQP2l5KPegKrMSeJLR59AMiGWuyuXdp+R7HmBUxlFQx4ho0VZQRCgYJJQnjxCQfM8Bvjq7nk4FM4Y+fRC3zHjzY6/5MVhtn3/0gtpFhwvv3fxAhIJVOeEWGLuy1X2mTk7NfWMfqw9EGuD8Ywte9nlO/2ZG/fRFytzrsdQq2e7qIyiFfEMeqalCg47syAi3CwOruQfFXb8Lx7e8IVK7Dc+g4YdXCWXDx52Dt5kGZcQ/cuA0m/q73PsdB8+JDuDc1/HLDMPqMlT704f8YjorGAYxKHsXuRbs5s9+ZXctGJI3g2RnP8rsR4uOzv2V/VP8l5REegzfo5ablN+EP+XH4HZz3zXksLhOzzncPvPuzx1Fhr+CRjY9ELRuSNIQzCs4g15KLK+DiuZ3P4Q4dP9vHZtIysUAMNL95cwtL9zWwq7qdeU+vZt7TazjU4MCoVaFN/gwAn3Mg+adNZpMelvt6xvRLZavYbjCWV0r/yOL9zzNaSUNBoV0O8Wyci+2ByEw0K87I4+cM5YebpvDVDRPx7Wii4YmttH9TSufyqq522gwzaYUDun7rQ16G23cCcKCtkM+XzsXhNeMLiRl+nK4dTTcVWa2/G4dg25uYXS9FHXfsjCyMKeLY1RoNl/z1GS569Cnm/vZWRsw9laT0sVgsI5DkIJ3KI9g79+B2VwIyWZmX05m0FSVc6DAtnC2SNWkEI+edhkavJyEzm2GnCN7EmvffOu79AGh2VOPWuyGkYEYYTfVuwdNorion4crBxC3sj2lcz7o/ugIrVXkurBf1xzA4AX1RHLJJg6RXEXde/y4irTregK7AiqRXocu19NjOsfB7Pfz04VuQkICk0aArEkTyzhah2CplCBJwqCyS4h9sK0eu2YFnZ+Q5Pt2mZUpHeIDVCY+Ov7b32lNdGBWunuwMGx8DT4VLvjyuZ+WOz/ewpaKNi1+NkLzLm51Mf3wFJ/9tJf5g+LmwpEcIt8Mv7Gorx2hBLUGILq+JJ1wCQQl48R1eQs3dn+Mt78Bb3oJ7yytIbMez5RXRdvub+Ko6CTpPTCTxf4LG8lLadh2/NlVv6NNZ6UMf/o8h3RxJB75xhFC3/MOYP3BR0UX0s0Wk3ovii3hq21M0e5oJhAKow3oJP5QLMqJaUhNQjl/Tp9PXedx1AP/Y9Y8enpOhCUORJIm5uXN5bsdzfHjoQ/LV+ZzFWcfdzoOnFXPqs2spa3Zy5Vtbeqy3pi/BrtuOVn8yPk8ca/aHqGptYTtBqgiSiXC3v48PW8okAg4/ak/Enf2bxjN4R9vIFzoD7lBk+cIxaTx6ZsRboviD1HwsxNa6p83qi+JQJxuRJIkZl11NY3kZ0y75DcHLzqddbeGIuYAd2snMDqu6xmg6yVMVkb9+OSU5JhJbepI4dfIuVDQSRIQYjvJYjsJsi8NsiyM5N5KmmpFxCR0d22htXU1r62oALJZhmMz9CWmdlE14mMw1d6CRxSBsyokOhYw57Ry2L/6apooyfG4XWkM0oRNACYX47unHsTkTGJMoUlSd/g46/SKs0FpbTUbRIIzDknr07Q5Jloi/UBgUQbsXJQSqbrWFABIWFaOEQsi6Xx7Gtn//Dbt+/J69KTEkji6mQKslGAhweFM4rbtfAepdBwnUHSTkaUdS6fDu/wIAf9lKJL0NXf+5jG9Tw8w/0rH9TVzZRsyrluKrqel1n0ooRO1ttyOpVaT2G4NUHTY+is/stX2gsZGkTz+jyTIdTInE+u1UV9eRkZHKo4sPUN0mjPbKVhfZcUb213WSd8rfMY26DNJGRF07tU1PoMlNoMWNOk4v0roB9+aXCDbsQTLG0/h8Kv7K9QSqN2Gv3hR1LEpIwXukDePQn79P/1Mc2rCGeMkCPXm8x0WfZ6UPffg/hlMLTmVOzhyem/kcw5PEYGtQG6IMFYB4fTyyJBNSQrR6xGDT4Gzo4rr8aeKfotr/dM5PPDntSe4Zew8gsnuO8l0UReHNvW+yrnYdLr+LDm9Hl4fmaIZS97/Hpo7tWlYSKKHJ3TsnBSA73sS7V4ztsTzerCYh60c69UuRJJg7TAyujyw+wFsbxKxu0/A4/oybs+nkVbzsb/CScdMYkm8dFRVe+DT3S5pU4ssqaxsw5jzL1OHRqbSuHT2PUWXREn/JwK6sh+GnLGD2NTeiM5pIycnhpOblqJQgTQEt1aEzAIgztKFLHIsqBIWlTmwd4RnuzPvhlEcBkCQF8yhr1360aWZ+CUmJp6DXpUUty0i/GINeGK/B2Bpip0YUTDVJ0caI2RaHyWpDUUK8eM0ivB47Pl80t6Fi9w7aG+qockZCI7EFqQyZKdKBW2uq+LVQxepQW3vWCZI08gkZKgB1h0WWVFAlU19bTfWBvWxb/BWlW8UgbU5JJf3xxyDow7nkLhyLbyHYuA+AZrOBkDM6XGEZvgi7SVwr/zHGSpvTx67qdryHDmH/9ls6vvwKl+U0sTJ/BvSf09VW8flo/Nvf6Vy2jLrf3YR10yb+vO55rqh4nUXV7/LRfbfy+dYqlu6P7L+6zc2dn+1mwbNrmPrEKjoShoMq+jqo40QoqPnVPXjLOnCsribkaCTYIIi0iquFQPUmAjU9jXsAxdOO51Arzg0bCDp+gWx7glC6q9YqEnrVLz+z3fG/Yqx4vV6GDRuGJEns2LEjal1lZSULFizAZDKRkJDAjTfeiK+XdLA+9KEP/xqkm9P569S/MiVjys+2U8kqEvRidt3oEvyOZZXLUFAYljiMU3JPiWqfaEzk5OyTObf/uaSb0wkqQVbVCNLs6prVPL7lca5eejUzPp7BtI+m4Ql6SDGlcN+4+zg5+2Senv40RfFiNj0ofhBmTeRjdtfauzjY2js3AGBQuoWNd82MWjZ90kq8ph/Js+Tx2uzXeGLBGYzJiSMYUlAUSDBrufy0IhLHpzFzbCZBoKTJyWeHm9AkGEj9wxhC4amf5BEeCo1lM6b8v6EyVLOuNpIpFXL5sf/Y062tK7AdNz3z9FvvYcjESYzKFBlAL6wWnqg0i5bE/N/QGFNMKGMsnPSASFedeBOMuxZOfwHG34D5tCmYJ6VjO7Nfr+TUYyHLGkaO+pj+hX/CahlNbs6NJCfPQ6dLAWRCIS+6ogg59VhjBSC9aBAgqgtv3XQJ69ZPxe2OEDYrdu8AoGj6NMyT00GGuLn9SM4rEOt37SAYiHjjXPYOmivLf/HY/xkooRA1B/ZFLavet4dV77zW9TsmPhHDyJHo+veHUED8A9I++4QtuSlUq3uGIlNVQ5F0sfhroo3WRa9v4tRn17Lvh4guTduqg3D9Zlj4fhQJteXNN2l56SWqr78B7x5hSCQ5OzGERIhScXbw4LsrCIZTiSUlxD3vrePjLcLoa3b42FzWkwzbPfW46aVdKL4QgfqdUW28hxYTbBJGXPxVV6FOjYTlQh3VOJYvpvLSyyg77XQCTdGGuOLzUXvX3VRecSWBtuPLBhyF58ABDo0Zy+EpU/GWlOBsakYja3+xX3f8rxgrt99+O2lpaT2WB4NB5s2bh9PpZM2aNXzwwQd8+umn3HLLLf8bh9WHPvThF5BkFG7gp7Y9BcCOph0ATEqfhEbWcMfoOwC4YEBErOpoGAfgu9Lv2Neyj+uXXd+13ul3EggPBsXxxSQaE3ly2pNMz4qoWWpUGt6a8xYTUoXq6NbGrZz99dldac5tnjae2f4MpR2lXX1iDCHS4yNx9h8qvgbgllG3MDplNCqVzOWTcrrW3z57ADF6DQ+cNoiHzxjM5RNFKumTSw8RDCnCAIgRIaJkj/A+GGJqOKufCEktr1pOh7cDT0k7tX/aQLDDhzrBgDo5MsgbBveeVQIQm5jE3N/eyinDBWnUGyZPXjJlLhqNjfUFdxBc9K1QEz3pj5H01WEXwOyHkTQarPPzMI35ecJ0d+h1KWRkXMjIkR+Ql/c7JEmFLGvR6cR99tnqME5IQDtJR0DdM4w3eoEIYWhjfLgDuwkGXTQ0RmoaNZQIGffUwgFY5uSSdv94dNmxZA4agkqtprmqgk1fCBXeYCDAB/ffwVu330jdkeMbov8smqsrcXfaUet0zPyNqJtUvX8PZluEpKs3mZEkCcOISFgv86UXsQws5pwH/speS0+BtVi1HvOcx0E/E3+DyFry+IPsqhbk6x1fRQjmjhUrCepTQRNJuVZCIdrefa/XY1YHIvtL9kZKHI9t28zp+19mQcN3yEqQVGczvif/gr8h0sZz8BDB1s1ROkkhRwPevYK3ZbvwQpBlFEcDoKAfPJikm39Pv+U/ETNrFgDB1hJcG0V7f00NDY89hmPN2i7vSPOLL9Lx2Wc416yh/v4/9noO3dG5ZAkhh4NAYyPtn32Gt0V4a3zB3rVgesO/3VhZvHgxS5Ys4fHHH++xbsmSJezbt4933nmH4cOHc9JJJ/HEE0/w8ssvY7fbe9laH/rQh/9N+ELCy7mhbgOH2w53kW2LE0SF14sGXsT7897vIuMexVGvzf7W/fx181+Pu/2iuOMr5vaz9WPRwEVRyw60ipngBwc+4B+7/sFpX5zGwdaDBEIB7l93P+22x1CZDqBPf6erT6EtIvk9a2AKt5xcyNPnD+fc0dGaEHfM6Y/NqKHe7mHVITGT1CcI706yV7R9df6fuXvc3eRb8unwdvDUtqfo+DZiMFnm5GKekAYqCXWiIUqQ7HhYODqLDJvwaEzul8Apg07c+PhXISZG3M/t289nu3k+u43ns3bdJBoavolql5LfjznX34wlJ2LINNSs5sdXX+DIlo00lB0JtytEkqWuMI0tJY2Tr/otAJu//oyOxgZeuPJC2mqrUZQQm7/6lBOFx+GgfNd2Wmt/ObUdoGqP8ChkDCgmY4BQSG6qKMXniQyUmcVDANAPiDyPmkxxzzMGDsKanY4n7F301+2gLT9ikMqmFBr+tpPaBzdQ8dEBcpE5y9XJmJoIWVfx++lc+mPUcTnXrSdQ37sqb3beKLZahgGQ7G1AliDB28Tojm1YnR7O3ruRp0NbuHH7J+SuWUzFhRd27afstNNoe/UxVNrIc+mv2gBKEHVKCok3/Q7LgkhJDsvpp3X9rc0WhrPv0Hcozuau5favvqbqiiuou/de8fv7iIieY+VKQr8QDXHvjWgndf74E7kucR88QefxuvTAv9VYaWho4Morr+Ttt9/GaOzpUly/fj2DBg2K8rrMnj0br9fL1q090+P60Ic+/O9icvrkrr8PtR2i3F4OwMD4iCz+oIRBGDXR7/dRmf96Z31UUcVj0X07vWFQ/KCo38urlgOwtyXy8bvux+uY/elsvi//Hlljx5j1BprYiMhV9+wnWZb47cx+nDq0p6dXp1Zx5giRFfLBZqH/cFSzY1K4IlxhshWNrOHucXcD8OnBT/GHi/PJMVr0RXGYx6aS/sAEkn8/8rgy8N1h0Kr46OrxPH3+cF67dPSvUvX8V6FfwZ09loVCXvbtv4NgMFpnJ2/EGCzZkZl/R8dGdi37mi8fexCf241Gb+iqj9MdAydPx5Kcgt/jZs0Hb+F1RQaqwxvX8eEDf8DRGq0yrCgK37/wd77+26MixTgY5L17buHTh+/l9ZuvZe/K3tPj2+pqeO/uWzi4fg3luwTHKrN4CLa0DGSVGp/bjc8tzuvGtz5BbxZGqTYnp2sbmvQIEb3f2PH8VPU6Heue4FD5ZxSeP4B3snV8XL6MQIsw0EJOP6bdrbyNmd8b09EmFHLAlsU3o4RhUPLh50x/fAWnP7eWz7ZVY/9eZM2pU1KQjEY+nns1+1KEJ27gni3MnzEGgGH6Tj6ea+H82k+QQgqjy+pI6nSR980nDGsW+/ZXVxPyeun4JuLlCjkjoa9gWPco4bprUcXEkHTrLZimTCbhuuuwLYykUGtzsnu9nkfR8elndP74I77SUpAkJI0GxevFs2sXSkhBCSqE3AEURcFX60AJhlBCIdzbIppO/opyrEHxvWjx9k5O7g3/tmwgRVG49NJLueaaaxg1ahTl5eU92tTX15OcnBy1zGazodVqqT+Oxen1evF6I6mDRz0wfr8fv//fl2r1/xKOnuf/lfM9iv+r5w3/uXO/ZMAlvLrnVQBWVK4AIMWYQowq5mePxaQyYdFa6PAJl/jJWSfz6MRHWVWzit+v+n1Xu36x/X52O2pFzSn6U1jqXUpQCfLCzheYlj6N0vbIrLHR3Xjc/kVxRQQCx89YOhZnDUvl1TVlLNvfSIfTjW+wjdCWek5Cw0t4MKrFPRgWP4z5ufPZdCjMW5Eh4ZbhBIIBODqOB4n8/QtINKmZMzARQkH8oeD/+v3WaDJISJhNc7OYMRsN+bjcZYRCHuz2I5jNEY+DSqfDmiVxNFKh0oWIzXLQUSa4N9lDhhEMhQh2J1SGkdpvAB0N9RxYKwoJDp45G705hs1ffkL1vj18/eQjWCbM6DrvhpLD7F0hPBI5w0eh1mppqwsPcIrCyndeI21AMcFAgDXvv8noU88iKTefr//+F5rKS/nm74927TtryHBCikIoeMzzIKu69qcZMhjjpEmoU1MJyjLB8PLhc08jFArx/UfvgGIkad0KVLl5LNsax+w1fyH2tJd7nGsoqZhX8gfQ5g4yn68x7tzMwwf284eJ13BzVTuvLFtNOhB/110Yp07l8we+xRJvZkB9M5SVc9KADN4Ggk1VrH5JVCm2ujxowqnL0jHlMA4OHRb127VhLerURoJtfoItJQBohw0T52q1kvqckMsPhEIQvlfyMXQN8/xr0WZB6/MvdC2ruVWUEpCt2ahiEvFXbqZjxSoc27X4SqL1h4wTU/Hs/IBQZyeSXo+kVhNyOAi5WlFpzZQEd/W4bsfDrzZW/vjHP/LAAw/8bJvNmzezbt067HY7d97Z02Lvjt5mEYqiHHd28cgjj/S6/+XLl/fqvflvxtKlS//Th/Afwf/V84b/zLmP0Y5hk28TP1X8BIDNb+O77777xX6ebjomWa1ZLF4sZpIxUgydiggjbFy+sde+3TFJP4kR2hH82S5UM8/77ryudXr0eIjsZ5JuEpmqTLLV2ZQHykn3p5/QsXaHQaXCHYR3v1zCFxUyv8PMUNRcYlFFbWtQcBAOjzCUWjR2tv7Qs3bOPwOP4uHKL65koGYgg7SDfrnDP41JaHUeAv5RODpTMBifRaWqYO26LwgGyrpaSVI7JnMzigIt+60kDGwnJt3ZZax0qvXHveYd3mjjqzkAJpONtOlzqF2+mKbyEgzFw7ue86at67vaLnnh78ga4eGyDhhMZ0UJbnsH79x3Oyq9AXd9DSVbN5J39iU0lZdG7UdjjmXDzt1Iu/ZgTMvEVSsIqnFDRvU81gXzxf/HLlcbsA0aQduebSx/42WcUy7EWtxE3bl+gp8/j81yHQdDHvrLgpcSKCjmzJEmntitojwmmdyAH5vXzlW7v+LFYfNJ7xTPzm2L20j46nEssoWAWoXdbMTqcHHg9TdR6fQEvR6Cfh+6+ET6xRmg5Od1XQImE7LXC62tBFsj75dTq+GHHTtQ7d9/3L6S10uOzYamrQ1tv1MI6ofSavcRGncuTSk+kr/4AiUcPlPF9UNly8ZfuZn2V15GP0pBkzEmanud36zHuep9JKD2tNOwrV2L3uHAteIh9k4YT8zYCfDGz+sxdV3+E2rVDTfccAMLF/auvHcUOTk5PPTQQ2zYsAGdLjrlbNSoUVx44YW8+eabpKSksHFj9Meqra0Nv9/fw+NyFHfeeSc333xz12+73U5mZibTp08nPj6+1z7/bfD7/SxdupSTTz4ZjebE1Bv/G/B/9bzhP3vutXtq2bRrEz5EXHp60XTmDpr7C71gy8YtfFHyBfmWfK6bGyla9o+v/0FnpzBW5s79+e0cPe/TZp9G6c5SPjj0Qdc6i9bC8KThrKheAcAVxVdw9eCrUcm/IFP+C3i+dB0HGxysdiRxqKOVbQQZipoFHUYMSh6BOif+ik4gjqlcCkBTTDtz5577T+23O/x+P/d/fT+7/LvY5d/FO1PeYWDcz4fM/jU4p+uvAwdX09hYQVFRPFmZkfvU3LyUffvBbO5P0thpNHW+RHpxDhb1ZGISkhi14MzjSsV3tozhvX078bqcZA4czIJFl6PWiqyQDytE7aHKbz/hvIeeJDknl893bqT7XD3k9xOfmc05t9xJR2M9799zC772btkwoRA5MQaiTRU45eobyB0+GoCOUSPZu2Ipw+eciiEm9lddndDs2fzjmkvwuV2cMjSXJvsfQQ2N52zi2Q8KuLp+H263BcPIy7CmpDCy//tcHnsVpaUnMyhzEsHmwwzf9Q7XHRQDdFveNB7QpdIuqUmqEdlJnow0OHCExB+WMDU5kZ+SY0CSmHPl9aif/wcuoCU/m/iS3kXVLOPHIRuNdH71ddTyyvgY8uMtDJwyo9d+Xec4Zw6enbtxLA+hOBViHHpIOYnUaTYavviiq50qLhd18mBAAhQ8299GnTYC36Hv8VdtQJ08CH/VBiQlhLb/KCbfcze119yIq1pwjYrXrcdy330nfO1/tbGSkJBAQsLxGe5H8fTTT/PQQw91/a6trWX27Nl8+OGHjB0rNBHGjx/Pww8/TF1dHanhtKklS5ag0+kYOXJkr9vV6XQ9DCAAjUbzf24A+794zvB/97zhP3PuqTHRSqODEged0DFcP/x6cq25nF14NlptJE3xgQkP8IfVf+COMXec8LloNBruHn93lLHy1ty3+Pjgx12/zx5wNnqdvrfuvwrpNiMHGxysLxWD4Br8XIb45rg39B6e3qs5wkn/4vtyoFsF7HX16xiaPJSQEuLPG//MwdaD/HXKX0k191SB/VfBZBIKqz5vNRqNhs7Ovfj97Thdgi9ksQwjIX4YTbtBFwuTrr3pF7cZl5LKtf94GyWkdBkpR5E7bGRXocTy7ZvI6FeIu1OE+QtGj6PmwD5GzD2NEXMWoDUYMcXG0n/cJA6uXx21nW3ffhHZX3omc2+4pSt1GiAhPYOpF172q68HABoNttR0GkoPY5b24tREvHpXd3yE4ZBMyCp4TzRqYLOZCTlbyMoShHN1Yn8sMx8kb/kfQJJJGijIrVZtIipJQ1Dx4500DmNsHK5Nm9A3NDFo+iTMza1kJqdRFVbLjZ05E0oiqdf3jL+Ch9YLBVp9fgGx8+biLysndt5cWt1O9nz4HhUJVqStGxk6s5tM/3HOUTdpAjI1dHwTMftcK6JTlFW2PCS1DsP4G3GvfwqCXtwbnyfYsBdQ8JcKT6xkSkJTcAGSM4hsiBYvDJWVn9h159/IWcnKyor6bQ4TmPLz88kISxvPmjWLgQMHcvHFF/PYY4/R2trKrbfeypVXXkls7K+zePvQhz78e9CdoDo8aTjjUsedUL8UUwqXD7q8x/JRKaP48Zwfe+nxyxibOpaNdRvJteSSZ8nj3P7nsqNxB4sGLYpS5v1nkGaNNngOEqL2jFzySzpx72pG0quxzs+l7ZPDXW3Wabdxua+TGG3MCe/nQOsBHtrwEDcOv5ExqRH3eUgJ8eKuFykPlnctq+6s5sktT/LWvrcIKoIscteau3j9lNcBETrf27KXAmsBevU/b7ABmIwilbu9YzM+XyubNp8KgEEvvu2xsUPRakV9H7e7gmDQi0rVcyJ5LFTq3o264XNOZeu3X+L3eqjaK7gMbrvwq4w/+wISs3N70AOmXCSMjpaaKtrr6wj4vLTXi+KV0y65gpHzTv81p3xCMFmtALQ7vxdOhTACKQrs05By/604doLSDgklZ0JJz20kF55DyF6NTh0pyBiriafN30DRnAVk3zqE8osuwr1lK/0PluPevp2yDaehhLNuCs84mx0ffYKlXRhz25IiGW9Bcwz6wkKyPvwQlSxR+f3XlCaHK3NXnrjEvTar57Osiu9HsOUwsjUbw+BcAs1uoBhN9mT8Fau7ROe6I1gwEVljxnukvYcmi//IiRU8hf+wgq1KpeLbb79Fr9czceJEzj33XE4//fRe05z70Ic+/GcwLGkYo5JHcV7/83h51stoVP85r9afJ/2Zhf0X8tJJojZOriWX9+e/zyk5p/xCzxNHmjUijHbG8HQOPTSHMWMziFs4gLgLi0i6fiimUSkk3RjR5DhkqIjSfDkR/H7579nZtJPfLPlN1PKfKn/iH3v+EbVsQ+0GXt/7epehArCtcRtOv8io+fTwp5z/7fldejj/CsTHT0OlMuFylbFx07yu5W6PyJSyxA5DqxX6LH5/G9u2Xxil7fFrYYy1cP7DouBi7YF97FjyHa6Ojq51vfEYYxOSmH/THSx67FlmXf3bruVqjZa8kWN6tP9XwGSLQ5JDeBEZLk1lItU8kKKQcM3VWObMxl60MqpPIORnV+sqQkFhbGjSR6IrOi2qTf5wFZnTA6QVCjKzcbQIW7m3i/2EHA5hrMgyuowMXBeeQ53FRPuck4k16vikYCplsalc0ZTCsv0NFN6zmDfXldPRGPEG2psa8HtOTNtEk9yTA6obshBtv9kYJ/wObWYMcReIY9UWnYpsjlQc1w8SHKsOvZZmm3hG3PUdeFKipQq8Jf8PGis5OTkoisKwYcOilmdlZfHNN9/gcrloaWnhmWee6TXM04c+9OE/A4PawOunvM494+5BdwIz538nkoxJ3D3u7n9r+CM/MaKce+XkPLRhdVhJljAOTkCTKD7i2jQz8RcV8caoHwhIQZZVLCOk9MyAOR6qHdE6IXua93C47TD7WiIpp3+Z9BcgOuPpg3kfkGZKI6SE2N0stDz+tF6UPnhn/zt8fvjzX3O6x4VabSY5WZBNfb7ojCuzqT8mUyFabYQSYLdvZ+u2hQSDXv6nsCSnImvFM7bs1edRwtfTcAKe9pT8SLmIU66/GVtKz/T0fwVM1jhMqS6Q/Oi0yYxJFmEVz+AQurFDcLsrqY15nbIJd2JP2Ygz6SDfVb+MO8eLPrOq65wAOnxNHLaL1H6bIZ74fofw+4X3IfaUOT13DqhTkpE0GtJHjWV7TgoH5QCpFj2vDlrAdTNuYa9dFPUMhhTu/3IP9ccYBCeqT3NsKYMAfmJmjkJXfBaS1owm3YwmURj2st5C0j3PIlssGEeNou2S89mVk8rG/DScISEAt3/xMlo8WozT7sY1Wlwz35Fe3E7HO54TbtmHPvShD/8HMHNAEo+dPYSfbpnKwLSfHyQNgxLIGCD4EK/vfZ2LF1+MO3D8KtHHQ6W9kvO/PZ8zvzqzS8vmFP0pjEoaFdXu79P/TnFCMUMThwKws3EnwVAQpVtFuPvW3Ueb55cl0E8EiQknd/2t0UQSGDIyLkaSpB5hn46OLTS39K59ciKQJAmNOTr8oDOZjhs66g5bajonX3UDC26+k/7jJ/2Pj+GXYLbZiMkQHq24+ClYTIORfKAYYZfnD6xbL5SYfeY66oa8QPXAV3AHO4lLz8Q4NBfHdzfT+fVv2XvgVZbXfUC7TwgQ6hyCHtHcIkKk+v6FxM7tabDo+4mQT/aQ4ajUalqqK7m0SIde5WFyXrSxXOAsoebAXmSVGlNYsfcoLwjA5/n5Z9U8NYOA4ue76pf5tOxJrPMjlaK1aWZkY+S+mMYU0m/5T+jvv4fl775GtcVIQK3CGRDeMZPagl4dg8qaTeLkqQAEfkVYqs9Y6UMf+tCHblCrZM4ZlUleNw/Lz2F82viuv3c17eoq0Phr8G1ZRMxraYVI241XxWPVWbu4OO/OfZeZWaL+0dAkYaw8u+NZ5n0+j2OxrWHbrz6G3mCzTUCjiUOStAwb+goGQw7p6ReQlnbecft43Cc2cz8epGOyuYyx1hPuO2TmKRSOnfhP7f+XYLLGobeKcE5s7BDiJs4jY+NYpJAary8Scmk5IMikgZAQukvIzMb0/7V33/FRVenjxz/TJ70XAikkhAQIELo0ESV0ERRRsWNFUFeQVdcC6Fr2K7hrWRtiL8hPVFxABKnSQ+891CSk92RmMnN/f1yYMCRAImmY5/16+dqZe8+995wZ7s6Tc895zrXXEvr83/Gf9jy7jZlYHCUU2tWB3MYi9Xs+fuwdbDb1B77ZG2/Q7LXXCJ/1MdEL/kfoKy8TOm0qoC4REJWoBrNFC2cxe8i3jIv9O8Ni96DBAYpCtzy116b7yFvpNEjtJdu1Qv33mfzLPN6991YOb646fcDu0/mcioYfj/3buWq21qzH//Y4fEe2ciZMDJnUhaCH258NXtxJPVoxlsu75zB0ZxehDHaLINQtSv0suquPuOy5edX+3OtsgK0QQjQFrf1aMzFxIu9tfw+AF9a+gJ/ZDze9G618W+Fn9mP1qdVklGRwS+wtaDQabHbXfCMLjiyodN4AbQAajYbPB39OaXkpLX1aOvd1COzgfH26qHIW0M1nNnND5A2VtteUTmeia5f/h8NhwdMzjl49K/eadOv6MwWFu8jMWExO7lrKyi6dB+RyAjr14PTSX5zv3bx9LlG6/gVGRGE8rn5/ek0QGqOR1lO/xT9rBVs3PYHOXEJptokz2wIJiM9Hb3bg4e9F62t6o9Fo8LtdDfQMC+ZiKyvFMzoYisFg8afF5qfRW/zJCF5G87ib0RqN+N48ynltXVQo+flb8VdC0Gi0RHZI5MjmDRTlnaLMqgYJN7f8iKRWN/PSL50JtOWAyUFE30EEuOtZ/8M3WHWbOLhtEau/UQdnz3/zFYIiWzL08acJDFcz2J7ILuHGd1ZzZ+pc/M7rtSsrLsI9Mdjl8zAEu5PvaeBvX2/h111p3HXmR/yAjb5d2ZQewY1tOtP9iGs6fn2wL7qgQEh3Xc36UqRnRQghroBGo+GRjo/w4jUvOrdNWDaBcb+N46W1L1FgLWDCsglMXz+dDl92YO3ptaSXuE6BPlF4otJ5/bVqt32oR6hLoAIQ7x9fqfzQlkN5tOOjAM6xLLXB3T0KT8+4i+739m5Pi+ZjCQpWBzmXlVU/hXpV3IJCePD9z9GcXbgx9Lxpx42Bd1AwJm/1x/f/TX2Tt++6mW+fn4yXew8y1w5g+0fxHPghGje3COxWtQ2DJjyAyd3D5Tx3vPx/tL6mDzc8Mh6Ht5r63yMnAVNxGJYVVT+e2blrPNt33E9qmjplv1lMa7RGO+3vO+RSzsv+I9cGZ+EZVkzifQfYtuc28op/p81wLyKuSyMl3XUtr8zjKfz+c0WA+NuedKJLUvCzuj5OLMisGLuUn5HOBw/fxe+fvM9/Vx4mc81CHj/2IX5nx1elmtVxZf87kkUBrgOvdV5GDFUsbnwpEqwIIUQtiPGNqbRt5amV/HrUNbPtjM0z2JG545Ln+mrQV+g1F+/4NugMjGk9Bn9zxcrB/mZ/56yog7kHsTuqmeu/lriZ1TEXpWVX9hgI1Nk/Nz71LEMnTqbf3Q9c/oB6ZLGkotUrKA6wFRkot1lJO3yATx5/gPTDhwAN97z5HmNefA2TSZ327xPmdvbYDErPPiYLimzJjU89i8kHCnuspsyzImA1nAhzpvo/R1EUcnPXgUNL3qqDlB3OIyA8iqCEHKoyPH6fc5+H9hj79j+DPkTNCKw3OdDqXce3/LHtEIqiUGQp57vkE8QUq1mLTc2inGVy0yp6zZL/9xMl+XnsWLqIbbsP0jN3k3Pfbq82nDJXpBLYQMUSBx7dQ9F6GnDv4joe63IkWBFCiFrQyrfqHoBZu1zXjTHpTGxI3XDJc7ULaHfZ673Y80VW3baKns3UMTOjYkcR5R2FWWemtLy0yt6aumQ+G6yUlZ2+oinM58R270Wbvv0vmg23IWRlLWfdenVwKOVe3Db1TRIHqWOGyorOrkSt0eAb2gzvoGC8zwawFks6DoeV5M2jWL8hidxc9fsvKjrA+vX9SdfM4Xivl9jRdxEOrQ2NQ0/uSdexJMXFBwHwPXU9PjuuI+uTXWS9vYOwjmrQUXjancxdfhSlqYGRzbISc8DFZ2a5h5QSFFuRFdnDVsjhjCLmbDpBdmoqccVqb01BhyF0HqLm2Nl9drzLgfV/sGNJxTirxG1fVtTT6M2qgL4Eepm4Pl59ZPQOZfyOjScp5r60DIqtdoKeeJxmH31YnY8dkGBFCCFqhY/Jhw8HVP4/3zMlrs/ls0qzWHN6DaA+ujlnYORAACK8XBNqXs6/+/+bRTcvorVfa3RaHa391NkiyenJNTrPlTKb1W59u72Y8vL8SvstlkwcDivl5UU4HNZK+68Gp05XrGMTHfcAzePbEtPZNZ9LSMtWGM5OvzadfRRy8NCr5OSsxWJJR1GsHDz0KgDHjr3v8lkoig+Kt5oHJfvwWpfzHt31X6LWvE7I/ruc2+w5ZRhLvdFqjbQMe53T60JJ+a0FigPcAy2YvG3YHVqe+aNyWvu2I7TkXDeO78LUJRZCrJk89fpnrFy/nRvT1UCkVGtmn92PTkNGgEbDsR1bKcjKZMcS13WTzA41KApoEcFT/3mHT+7vwef3d+fdOzrx/NA2/Dj5Wr4M1LIFOztO5vHm4v1ozWbcOnas7kcvwYoQQtSW3s17s3T0Ul7p/Qp/7/Z3l31fDfkKUIOX7LJs/M3+PN31aXxMPsT6xfJqn1eZ3ms6nw76tKpTX5SHwYNwr3Dn+4FRatDzxZ4v6vVRkE5nduZdufBRUFHRAdas7cWKlW1Ytboje/ao67spNchL0xgUFR0AoHOn74huqSahi+zQie4jb8XTz5/A8EiGPTnFWd5gODsjqDyfHTsfPO88eyks3EtGpuvMMYcjCGOQLwDFqSnOR0ZWazbl++yYStTgx64vxuGpjmvRW33w9k6k4w3DSRw0DLtFT/GZisSGqYWRZJVW5MPRak1otWasjmOs27+VQn3FVPH+aUvotOVT/M4Gm/8LGcrhrFLM/kE0i1XHLS1YsJS0I2ovT6tHppJ/9niPkOYMfuwpvAICuT4+hITmPniY9Dx0bTTRQZ58dn83urdUH1uuPpRVw09eghUhhKhVoR6hjGw1ku6hrn9xtw9s7/J+RMwIgtyDWDByAV8N+Qqz3szNsTcT4lH1Iq7VdWvrW/E1+XKi8ASLjy2+onPV1PmPgs6Xn78NqAhMMjJ/5dTpb1m5qj2nTn9bn1X802y2fCwWNZW/p2fFAGeNVkvfO+7lkQ+/5N4Z/3VJRufp6ZqxVat1Q3N2LNKm5BtRFCtmUxiREQ+T2PE7FCUQU6j6/RsLW5CXtwnFrpC7Zh+eGRUZk9PbfUaJWQ2c9BYf/Px6ARAWpz7WKTheMe0+y9EZgELz83h5taN7t/+hN6qzfkrLTmHXV53o0af9NZwxh5CWX0b8i4s5ZFS/27Rfv6XcYsHs4UlyvpEfmo2iePgkHn3nI5fEfBfyN57gxWtXY9BaOZZdTIm1nLyS6vewSbAihBB1INYvFl+TL6COQdFpdUxInED30O5M7TmVCYkTAPA1++Jh8LjEmWrG3eDO3W3vBmDugbm1dt7qOPcoqKxUDVZOnfqa3bufdM5eOd+BAy/icJRx4MCLzh6ExqisLI2yslSKitSFJc2mMAyG6q1dFxI8lKioic73XTp/S6tWz7qUiYt7mVatnsHbWw1GjC3Vc3unXUNJ9mmK1qdiW6Lgnqf2bOR2X0RRyGbKTWrvR7DnCCIj1EHIke0TAcja44/WGoNWa8RhVJPU7c3rSfduv+DhEcPeM2oW5gBzDr4eJrTtXJPoLQ/oR7+7HyTEuyKQmZvfjBJtxbpTMV17kJJdSoneg7ZtW1MVmy0Pi0VNercpeTgZaR9za/wKFAX2pxcy8btLDzQ/n+RZEUKIOqDVaJk3Yh7zDs6jV3P1L99HOz7qnF5cl4a2HMq7295lR+YOiqxFeBqrl+DuSp2bEVRcfIh9+54jNa16wVJ2zmpaNB9bl1X7U+x2C+s3XI+iKISGqINMfXw6V/t4rdZITPRT+Pv1RlFseHt3wNu7A0GBSaQcew8/3+4EBvZ3OcbYygclqBRtphv2g1B8xDVvTZukaTSzDCTr5DY4DdpNgeSVHcd/TBzu3j54BwVTkJlBXMw7hERHcWpTOrCHo5lq2vvMQgsped608oFAtxzuio8gxLs1qXvWOK+xx7stUS2C6dDCl6V71TFXxXpP5jUbSUxJCuWhrZj06G389MmbvNv/K3wcQ1GUN9BoKvo/ysrS2LhpWKXxS+0DDwOD+HnbafakFVb/s6x2SSGEEDUS7B7M+MTxzvT49aWFVwsivSOxK3YGzhvI/478r16ua3ZTx86kps2tMlBxc4t0Pio6X15u1VlUG1px8QEcDiuKYiMtfR4AYWFjanweP7/u+PtXZNZ1c2tB2zZv0KzZzZXKajQa9HHqDCjDwWaUZ1csPGhMMqD3MhEY2J8WrSqyCJfuzKLsoJoTZew/ZzL2nzMJi41HpzM7MzEfzVSXCNh5Ko+sUnXsyA3Rp3jk2hgUBZYGXg/AioC+9IwOwKDTMqG/6wy3PKMfW3w7s6PMm4wiK3E+a3E3lGIrnMeGjQNZu7Yvx459AMCRozOrHGgdYE5Dq7GzP+VHgszVH7siPStCCPEXdE/be3hlwysUWgv5z9b/MDx6eJUrF9cmL8/KyerO16H9B3h4tGZT8giKivbi5hZJaelx8vLqd+bSpRQXH2Xv3slERY3HYnX9MTUY/PHz63mRI2uPW+tgitbkYchTx6+UeaeQcd3n9Dwvg7DG5Dql25KSj1vbADx8/fDwrVgB+dzCnMdzSpi//TTvLT+Mh6Ku82RUDpCfs5D+8Un8w7M1pog4Zo+/nkBP9XFPYrgvX47rjptRx5mCMgpKy/lo9RFO5+SzdPMndAza47xOSYmal+XI0Rn4+/cmPb3qBTV1FPBst7eJ8T3G3rQwqrswhAQrQgjxFzQmbgwdgzoy+n+jySjJYMXJFVwfcX2dXtPDo3Km26DAJByKjXJbPu7u0Wg0Gjp3+gqrNQeTKYRVqztisZ7BYs1Cq2n41PpHjvwfBYU72blrPF6ervlu/Px6ujzqqCue0bGkNv8P3qfV3hhbUDqxrZ93CTaNEa7jZiwplXsxAEK8TbTwc+NUbilPztmuHquLw44fOnLJzl5JWFgIvz5cSFT4GNyMOsrLiykqTcXTI5ZrWwe5nG/riVyGt3iHZuy8aP137X4CgNCQmygo3E1JyRHaxL+BxZLO0ZT/EON7DIBI7+qPVZLHQEII8RcV5x/H9eFqgDJl1RROFpys0+vp9a4DhY3GQGJiniax42y6dv0BrVZdpddg8MXDIxq93gN39ygAigr3nZ3KfPFEZnVJURxkZ/9BfkHFoM/Coj0uZYKDBtZLXfR6Mz43R5MfthpFaydm2HiCAl3XejIEuxP8RCeCJyYCYEsrRimvPBVco9EwuF2oyzar3UR49OsApJ+Zz9ZtY0k9/gI2yz4cDitbt97Bxo1DKChwDUgcDhs9w3bQOcR1u8kUSmjoSNzd1cdGZWUn0WpNxMQ8TafEz0lIeJdmzUYT1vyOP/+Z/OkjhRBCNHrPX/M8R/KPcLzgOB/s+IDX+r5Wp9dr1epZTp/6lg4dP8bT4+JTWc/x9GxDSUkKRUV7OX36ezw8l1BcnICvb9vLHlubjh//iCNHZ1TaHhU5nmbNRmO1ZuHj06Xe6tO8+Rh8xh3GzRiBzmissowxzBNFUdCY9Shl5dgySjCGVR5MPbZHBMv2Z5CSVezc1qp5D1KPupbLy0tm//7nnUFaZuYSvL0rFs08evTf+Fo+AuBQbks8jDb6JIymZcvHURSF5M0Viy7Gxr7gnB127n9NxkD8/fuSk/NHjT8P6VkRQoi/sGD3YKb2nArAhrRLp/mvDZERD9Gr14pqBSpQkbPk2PGPyMz6FY3GTmbmr5c5qnY5HDaXQMVsbo5O545e70tk5CO4u0fh69u1zsf8XMjTs9VFA5VzNBoNxjC1R8uWWlRlmeggT1Y8fR37XxnMuN4t+e6hazAYvAkMHOBS7tChf1JYuNv5Pi9vs8v+4yc+cr7+43RPjijv0/JscjyNRkNw0KCz9W5L87Cqe1HatvkXbeJfJ6Hd25ds14WkZ0UIIf7i2gaovRSZpZnkleXha/Zt2Aqdx+Pso4PzZ44UFl18PERdKCra5/K+Zcsn8PXpikajR39ehtfGyhDmieVoPtZTRXhcYn1As0HHSzdW9Fh1aP8h5eV5ZGYuY9/+Z5zbW0Y9Tsqxd8kv2EpJyTHnozqt1ozDoc5OuiZ+EPf3cx2jFB5+LyZzM4ICB1w0sDOZQggLG4PDYUGvr16+GpCeFSGE+MvzMHjQ3FNdBfdA7oEGro0rd4/oStsKCrahKHW/VIDdXorVmkNx8RFAne3TJv51moXegrt7FG5uladZN0bGCDWgsp4oqNFxGo0Gg8EPb2/X7MqRkY8SEHAdimJny9bbyM/fiqI4nN9Jm/jXeXxgHzxNrv0dOp07zUJHotdfPq+PVmsiKvLJatdVghUhhGgCzq0K/eCSB8m3VD1zpCG4u1Us3Ojrcw2KYsZuLyb9TN3nhtm58xHWrb+OnFw1IVpw8GDCwsbU++OeK2WKVHsobGnFOCzlNT7ew6MiA63RGKTmZ2mpBhJWaxabt9xKYeEeFMUGaAkNHXWRM9VMSMhN1S4rwYoQQjQBQ1oOcb4e878xZJXWfDG5uqDVVqR09/Pvi92uJpbbu3cyy5bHkJb2Y51c12YrICd3rRoYpf8MgLt75V6eq4HOx4TOxwQKFK1Lo2DZCRSH4txfdiiXskO5Fz1enU7+De7uLWnbVh274+3dgWahtzjLJG8eCagzvM7N6qpPEqwIIUQTMCx6GA8kqGvIpBanMnPzzAauUYXEjp8TFTmeFs3vxW53HZi7d9+Uixx1ZQoKK4+L8ajmoODGSB+krrRc8NsxCpYep2SLmia/PM9C1uzdZM3ejcN68Udrfn7X0POa3wnwr1gnqE2bf5GQ8J5LOZMx6MJD64UEK0II0UQMbjnY+XrB0QWNpnclIKAvMTFPo9HosVl7EeDvmrzObi+t9WsW5G93ee/pGY+fb/eqC18F9H5ml/fWk+q6O6W7K75je17NcthoNBpCgofQru1b+Ph0Qa/3ISRk2JVX9k+QYEUIIZqIeP945g6fS5R3FAAfbP+gYStUJXfatXufrl0qVmrOL9he61fJzauYxh0cNIQO7T9Cq730NOHGTOdvcnnvKFXHrpxbMwjAnv/nEu6Fht5E1y5z6XftViIjH/nzlbwCEqwIIUQT0iagjTPvys+Hf25Ug23P5+PTmeDgoQDs2jWBnNz1LvsLCnZy5syCP3VuqzWb3LPnu6bHEtq3f++qmflzMRf2rFiOFaDYHdizK3qlatqz0phIsCKEEE1M19CuxPvHY3VYWXh0YUNX56JiY5/H27sj5eX57Nv7dxwOGwBWaw7Jm0exe8+T7N07hUOH36jRVOdduyYAYDaFXbWDai+kuyBYcRRayV9ynPLzApTceYewZZTUd9VqhQQrQgjRBA1tqfZarE9bf5mSDcdsCqVzp28xGAIos6SSmfU7Wdkr+WNNN2eZtPQfOXFiFjk5a6t1Tqs1m7x8dZXn+DavX3XTlC/G2NwTU4wPWg8D5jh11eWiVafArriUy/hgR5VrCNW39OJ0vtr3VbXLSwZbIYRogjoFdwJgZ+ZOdX2ZK/zRPpBzgDeT3yTEI4Tpvaaj1WjR1sIKxTqdmeDgwZw+/Q0F+dtIS696KnNB4S4CAq695Ll273mKM2d+AcDdvZXLzJernUavJeghdR0fpdxB2msbcZRUzrmilJZjO1OCsfnlE7fVRP6SY1iPFeB3a+tKj6SqMnHZRPam7q32+aVnRQghmqC2AW0xaA3klOVwvOD4FZ1LURSmrJ7CxvSN/HLkF0bOH0mXr7vw9taarf9yMe7uLQE4cXI2Nlsuer03fftsokf3RYSH3w/gsqZNVWy2AmegAuDj06lW6tYYafRa3BODne+NEV54D45C66nmR7GdKb7YoX9Kya5MCpefxHI0n+wv9qAoyiXLF1mLapxJWYIVIYRogow6I11C1FWEP9/z+RWda3fWblLyU5zvjxccp9xRzie7PmFf9r5LHFk97m6RLu+DAgdgNAbg6RlH0NnF+AoLLh2sFBcfPO+dltCQETWqw5JjS/j58M81OqYheV7bHI1B/Yk3xfrhfV04bu0DAbCdqb1xK9bTReR8s9/53pZeguVo5UHbVruVkwUnAVh2YlmNryPBihBCNFGPdFCnoS5KWXTZv4Yv5Y/TfwAwKGoQ/+jxD5d9b299+4rODWAwNXd5f643BcDLqx0AZZZUrNaci56j6LxgpXu3n/H371Xt6+eW5TJ51WReXPsipwpPVfu4hqT3NRP8RCeCJybiPUBd0sAQoq7OXJ5eez1JY3jzAAAk6klEQVQrJdsyANB6GnBrFwBA6c7MSuVeXv8yQ38ayttb3+aFtS/U+DoSrAghRBPVMagjWo2W0vJSssuyL1u+yFrE/MPzsdjVGSY/HPyBjWkb2Z+j/mWdGJTI6Najua7FdYR5hAGwNnUtT654knJHxfgJh+Lgu/3fkZyeXK16fnagYp2gzp2+xcurYuVgvd4LN7co4NKPgvLztwIQGfGwM8CprjWn1zhf37HwDvLK8mp0fEMxBLljbOHlHI9kCHUH1N6P2qA4FErOBiZ+N8fi1uFsz02aazCUW5bL/CPzAfhk1yfO7T8Oq/5SChKsCCFEE2XQGQh1DwXgZOHJy5Z/5o9neGHtC/x3+3/Zl72P6eun8+CSB1lxcgUAcf5xGLQG3r3hXRbfspjb4m4DYMXJFS5TpOcfns9rG1/jgd8eoMR2+R/O2Xu+YG6OgT9KfPCtIsust1eC2oastVX24uTnbyc9/ScA/C8zCLcq61MrZkzlWfL4bM9nNT5HY3CuZ8Web8FRVvMFDy9kPVaAo8CKxqzD3NoPQ6h6flt6scvaRFVNj3+tz2sEuVc/db8EK0II0YSFe6kLBz73x3MuvR8X2p21m9WnVgPw2e7P2HJmS6Uyrf0qVu/VaDS8cM0L3N32bgB2ZO5w7vtizxcAKCiXHQeSWpQKwLpiA6tLfKuctaQ1q2NajhyfzYpVCZw6/S15+VsoLy8C1IG5AKEhI/H363nJ61XlVJHro5/Vp1ZzpvhMjc/T0LRuenQ+apbeonWpNT5+f85+Zm6eyaKjiwAo3av2xrm1C0Sj16IPdAe9BsXqwJ5T5jyuqu94UNSgGl1bpi4LIUQT5mPyAeB00WlWnVpFiHsIDsVBh6AOLuW2ZWxzef+v5H+5vE8MSnSe63wdAtXzHMhRZ38UWgs5kn/Euf/DHR/St3lfwr3Dq6zf9we+d77OLM0kpywHf7M/AHaHnUUpi/h+6yzuDwRfvYLiKOPAgRcBCAi4jtz87TjK8wCIiHjQ5dxWuxWtRotee+mfwnOBiU6jw67YOZx3mAE/DGBGvxk1/tFtaPoQD+z5VgqWHMfcJgBjM4+Llj1TfIZAt0B0Wh2Hcg8xduFYbA4bGjT0aNYDx9lZRaYobwA0Og2GUA9sp4r4adUcfi1cxoTyu1DKyzB4GGgf2J6tGerjOKOuZksb1HnPysKFC+nRowdubm4EBgZy8803u+w/ceIEN954Ix4eHgQGBvLEE09gtVrrulpCCCGAHs16OF+/vfVtxi4cy52L7uTrvV+7lNuVuQuAa1tci5vezbl9Ws9p/Hrzr3w2uOpHI/H+8QDszNrJF3u+cPawBLkFEeUdRa4ll6E/DeXN5DdZl7rO5dgSWwlf7XVNHHZufEx6cTp95vThH2v+QY696hwx2dkrnYFKerkZk3uMc9/8w/Pp/V1vkn5IuuQYFIfiIKNUHUQ6Z/gcl30b0jZUdQigTuf+YMcHLmM0GgOvvhWDlTPe3ortIoNt15xew4AfBvDf7f8F4NeUX7GdzSCsoHCy8CTlWWoqf32QG5vTN/P9/u8xRasBa8/kVry8/xFCDntwS/YAro+4nv/0/w/Doofx3xv+W+N612mwMm/ePO6++27uv/9+duzYwdq1axk7dqxzv91uZ9iwYRQXF7NmzRrmzJnDvHnzmDx5cl1WSwghxFmjWo2iZzP10UhKfgoK6liDX45U5CT5dt+3/HrsVwBui7uNH278wbmvfVB7Wni1uGjvRIR3BF5GLwBmbJ7B48seV48LbM9HSR85y32590umrJlCuVLxKGpH5g5sDhuhHqEMjBwIwCNLH2F7xnaSfkiiyKY+5skpv/xP2c+5CkfzjwLw27HfmLZ+GmX2MrJKs9h8ZvNFj8spy6HcUY4GDTG+MS7B3dG8oxc97nDeYd7f/j5vb32b7RnbL1u/+mKO9SN4QqLzfd6ilCrL/WuT2nM2a9cstp7ZWumxX1peqnOtoWxzAff/dj//3PhPTgdUnpHVzBbEza1uxs/sxxt93+DaFjUfN1RnwUp5eTlPPvkkb775Jo8++iitW7cmLi6O0aNHO8ssWbKEvXv38vXXX9OpUycGDBjAzJkzmTVrFgUFBXVVNSGEEGcZdAYeaP9Ape37cvaxL3sfdofd5VFMx6CORHhHsGjUIj5O+thlnEpVtBott8Te4nx/LhjpHNKZMM8w55gWgNLyUk6Un3C+35i2US0b3JlYv1jn9rt/rTgGoPgy2ePn5hjYX6ZjwZEFlDvKmbZumsv4nB8P/ci7295l2rppHM497HLsmRL1EVCgWyAGrYFZSbP4eqja67Q1YysvrKl6Gu658T3g+iirMTCGexH4YHsALAdzq+xd8TX5Ol/fu/he5+ObjkEdAcjLyAIFynQWBi0e6iy7Wrux0rm8FA96htV8rND56ixY2bp1K6dPn0ar1dKpUyeaNWvGkCFD2LNnj7PM+vXrSUhIICwszLlt0KBBWCwWtmypPHhLCCFE7WsT0Mb5+vwfqTELxjBh2QRnj8TiWxY7x6WEe4dX+wfo4Q4P08a/4hpdQrpwe/ztAExMnMg/evyDXmFq3pOj5eq1juYf5et9alDQPbS7M4Hd+a5pdg0TEyfy9dBvnNsO2XzB+zrSHf7ObUcsOgC+2PsFMzbPoMhWhElnYkrXKYCaJ+bjnR8z79A8Zm6Z6TxOURSeWf0MACHuIYA6cDjG57zHSUfmY7VXHrpwfrBSG4nxapu5lS/ms3lRipPTKTucS+rx484elJLyyrO0Wvm2cvYs6Y+rj4RSjKfhvKdw7+/9kH+FfYoDBVNXdSpzKIFXvJxDnQ2wPXpU/Qc3bdo03nrrLaKiopg5cyb9+vXj4MGD+Pv7k56eTkhIiMtxfn5+GI1G0tPTqzyvxWLBYqlYRfJcD4zNZsNms9VRaxqXc+1sKu09p6m2G5pu26Xd9dNuN40bb/R+g1c2vsLDCQ+z+vRqNqSr4zHWpqoLBHYN7kqwKfhP1cmsMfPVoK8Y+vNQMkozeKrTU2gdWmwOGwYMjI4ZjR4961LXcbT8KDvP7GTc8nE4FAdxfnEMjhiMUWfkxe4v8sqmVwCY2HEi49qNc15jf6v3eHvTJDYWWyB9EwE6B0+EgEnnQeZ5C/d9s08NbLqFdCPeN75SXTekbsBqtaLRaMgsyXQuRdAjtIez7SaNiRifGOdA4V0Zu5wDiW0OG+OXj3f2RICa0bekrASDznDRz+jPfOfljnJ0Gl2NAoFfj/3K+zve5//6/h/RnUMp25NN0dpUitamUqAr4umWrzMp/z7sniVwwRI/t8beikFroFVpOBGnfQFY6b2ZQZGDaOffjre2vaVu89nMmGH30z0oiszNWWBRsJZYnBl1L2xzdWiUGqYWnDZtGtOnT79kmeTkZA4ePMidd97JRx99xMMPPwyogUaLFi345z//ySOPPMLDDz/M8ePH+e2331yONxqNfPnll9x+++3Vvv63336Lu7t7TZoihBDiPA7FgVaj5Yz9DOss69hirejhHmweTB/zlS38l2XPokwpo4W+RaV9ufZcZhbORIsWBxXBxSDzIPqa+zrf/1TyE5n2TO7xvAezpuLX1KbYeCX/FZdjjRqFp72mkG7P4dPiT12uN8g8iN6m3rxT+A5ZjqxK9elj6kOQNoifSn/CXePOP3xcM/MWOAr4uOhj8hx5DDEPobe5NzbFxrySeey2qcnp3DRu2BU7Vqw84fUEwbrgStf5s9LsaXxa9Cmx+ljGeIyp9nEv5FU8trrBdAPjD92ER3FFv8XvPhsZkK/2ngyPn8g/fJ9nl1UdXN3Z2BkKLHTbqw7StWPnb/FvcbvvnaTb0/mkSB1M7KHx4BnvZ9CipdNGP7SKhp2d87CZXJ/XeRwtJ2nSaPLz8/H29r5kvWvcszJx4sQqg4jzRUVFUVhYCEDbthWZBk0mE9HR0Zw4oT6TDA0NZeNG1+dbubm52Gy2Sj0u5zz33HNMmjTJ+b6goIDw8HD69+9PQEBATZtzVbLZbCxdupSkpCQMhotH6n81TbXd0HTbLu1uuHbf5biLXt/3wq7YAXjohodo6dOyTq85Z/4cThefdtk2stdIeoRWDGodytALD3P6ZtE3HM6rGHMyIuZWRndXJ3V0TevKYysec+6bPGQygW6B9CztyU9HfuKmmJsY9FPFNOQ1loqstd3CujG0X+Xr2vbZ+Pe2f5Plk0WvPr2YvHoyu/MrsuhO6T6FHw//yO7s3RRHFHNd2+twN1T+o9pit/D6ptexp9t5afhLl/3OM0oyeHT5o5Qqpey07WRq76nV/m5e+LYiWFlmWcaN/QcSt8DLua1fSVfn62HK9YwaNopRjHJuK16XRtFetbdpk+duxl87kf7h/bE77Gxfvp3NGZsZ02YMwxOHA5C5dyuOAivXdeuDoUXFSs+KXeHotJXVqjP8iWAlMDCQwMDAy5br0qULJpOJAwcO0KePGo3bbDaOHTtGZKSawKdnz568+uqrpKWl0axZM0AddGsymejSpfLzSVADHpPJVGm7wWBoUv9nBk2zzdB02w1Nt+3S7ga4NgZCPUI5XXSaFp4tiA2IveJxB5fzYMKDTN/o2nPeLqhdtT+DtgFtncHKmNZjeLbHsxi06rF9I/oyZ9gcnl/zPElRSTTzVn9zQg2hjO80HoCXer7Ey+tfrnRefzf/KuuQ1DKJf2/7N1sztnL/0vtdVq/+V99/MTR6KMcKj7E7ezez98wmrSSNf13rmp9mR+YO7lp0l/P9JPskgt0v3gNzOPcwo34Z5bJtycklTAyceMnP5mL+0G5iQxsb9+4bDIDBpnPuu0t7c+V2l9idL/d3yuDZyEcw6AwYMPDxwI/ZkbmDDkEdnI+8dF5GNcttqcPlXJa0AhTLZUZGn6fOBth6e3vz6KOPMnXqVJYsWcKBAwcYP179B3HrrbcCMHDgQNq2bcvdd9/Ntm3bWLZsGU8//TQPPfTQZbuEhBBC1K0WXurjmn7h/eo8UAG4KeYml/cv93oZP7NftY8/fxDuyFYjnYHKOe0C2/HzyJ+ZkDihyuNvbX0rnwysnBela2jXKkqr2X8TAhKwK3ZnoKLX6Hmy85POZHFDoyt6ZC5cMFJRFF7f+LrLOX877jos4nx7s/dWClQAl96kS6lqaYMDOQf4QbOIdZ7bK+3zOa5HsbuOFDk3XdlnaEteHPayyzgcg85A19CuLgnf9IFqTh5bapHLeSwHc6tVZ+d5alS6ht588030ej133303paWl9OjRg+XLl+Pnp/7j0+l0LFy4kMcee4zevXvj5ubG2LFjmTFjRl1WSwghRDXcFncbxdZi7oi/o96u2dvUm7WWtfRs1pNRsZV/mC/lppib8Df7E+EVQbRv9J+6fo9mPdh691aKrcWcKTnDrqxdDGs57KLlH+zwIH9b8TfnsRcGO2392zKq1Sh+OqyuTTTi5xGMSxjHqNhR7MjcwZ5sdYZssFswGaUZJJ9J5u4E16nZZ4rP8O62d52LAV7o3GytSyktL2XlyZWVtu/OVh9bnTHnwNl4whjhRXlWKY6ScixH8jCGe2FLL8YY5e0MVnR+lZ9wVMXU0pvSHZlYjhWglDso3pyOMdybog1p1Tr+nDoNVgwGAzNmzLhk8BEREcGCBQvqshpCCCH+hKTIJJIik+r1mgPNA0nqlETf8L6XL3wBnVbHdeHXXXEdDFoDvmZffM2+xPnHXbLs9eHXM6XrFJYcX1Jlj41Go+Hl3i9zJO8IO7N2cqzgGC+te4mh0UNZcnwJAMOihzEyeiQP/f4Qe3P2VjrHc2ueq3KF6haeLThVdIqU/BSsdmuVKextDhvjfx/vzFkDoNfq+XLwl4xdVJGkdWfoUUZlXQ+Ae2Iw1lOFlGzNIOvTijE4/nfGY89T1/zR+14wVegiTC3Vqe6Ww3mcfmGtyz6db/VT7stChkIIIRoNnUbHiOgRlxy30ZhoNBruaXcPXw/9mk7BnS5a7lxemXNWnFjh7OlIikiijV8bNGg4U3KGrNKK2UkHcw9WGagAzBo4y7n0QZevuzBx2UTKystcyiw8utAlUAEYETOC9kHteSChIhngVmU3PsOjcWsXgHuXYNy7VJ7kkvPtfuz5ak4ZnW/1elb0we4YLrL+kMd1lWeFXYwEK0IIIUQduzHmRhbdvIghLYcA8MmuTzhZeNK5KKC7wZ1grRqgnb/Uwbm1hQZGDuTTQRXTr+cOn0sLrxbcn3C/c2zOqlOrXAKbvLI83t36rks9EoMSmdxVXdLmb13+xpAotT7j2o/Dq09zAu5ui9akxxzjizleTaxnivVVDz47fEXna0LnVb1eEY1Gg++N0WjMOvRBbri1C8AY5Y1n7zBMbf0vf4KzZNVlIYQQoh6Ee4XzeOLj/JryKwdy1VWoY3xj8DR6YrPZ6G3uzY8lP/LRjo8YHj0cN70bvx1TB9w+1OEh4v3juSX2FtKL053LHIzvOJ57297LhGUT2HxmM0fyjtC3RV9sdhvjlowjozSDCK8IpveaTpuANngYXHs5XunzCoNaDqJv88qP3QLuaoO9yIre10zhH6fIX6iuI6StZqByjinal7AXe6LRuQ7Szs7OrvY5JFgRQggh6km4dzh3trnTmUm3bUBFLrJEQyKHAg6xK3sXdyy8A61Gi0NxEOQW5Fy9elqvaZXO6W5wp3todzaf2czMLTMJdA/E3+TPodxDmHVm3rrurYuOvTHpTNwQcUOV+zR6rXNsilffFpTuysJ6ohDP7qE1bveFgUpNSbAihBBC1KNnuz9LnF8cX+37ijFxFdlntRotz3V7jnt+u4eMkgzn9kjvyMue8/zZT8/98Zzz9fCY4ZcdJFxdgfe1o+xIPm7t6j8Bq4xZEUIIIerZqNhR/DjiR+cqxufE+8czvbdrYrwwzzAuJyEwocrtSRG1N5tL627AvX0gGm3d59ypdO16v6IQQgghLmpEzAh23rPT+d7muPyCf809m/PdsO+cyegAOgZ1rPbK2I2dBCtCCCFEI6PRaBgbPxadRse4hHGXPwC1d2VGvxlsHLuRyV0mM6PfjHrJPFwfZMyKEEII0QhN6TaFiZ0m4mX0unzh87gb3Lkv4b66qVQDkZ4VIYQQohHSa/U1DlT+qiRYEUIIIUSjJsGKEEIIIRo1CVaEEEII0ahJsCKEEEKIRk2CFSGEEEI0ahKsCCGEEKJRk2BFCCGEEI2aBCtCCCGEaNQkWBFCCCFEoybBihBCCCEaNQlWhBBCCNGoSbAihBBCiEZNghUhhBBCNGoSrAghhBCiUZNgRQghhBCNmgQrQgghhGjUJFgRQgghRKMmwYoQQgghGjUJVoQQQgjRqEmwIoQQQohGTYIVIYQQQjRqEqwIIYQQolGTYEUIIYQQjZoEK0IIIYRo1CRYEUIIIUSjJsGKEEIIIRq1Og1WDh48yE033URgYCDe3t707t2bFStWuJQ5ceIEN954Ix4eHgQGBvLEE09gtVrrslpCCCGEuIrUabAybNgwysvLWb58OVu2bCExMZHhw4eTnp4OgN1uZ9iwYRQXF7NmzRrmzJnDvHnzmDx5cl1WSwghhBBXkToLVrKysjh8+DDPPvssHTp0IDY2ljfeeIOSkhL27NkDwJIlS9i7dy9ff/01nTp1YsCAAcycOZNZs2ZRUFBQV1UTQgghxFVEX1cnDggIoE2bNnz55Zd07twZk8nERx99REhICF26dAFg/fr1JCQkEBYW5jxu0KBBWCwWtmzZQv/+/Sud12KxYLFYnO/z8/MByMnJqaumNDo2m42SkhKys7MxGAwNXZ1601TbDU237dJuaXdT0RTbfu53W1GUy5ats2BFo9GwdOlSbrrpJry8vNBqtYSEhLB48WJ8fX0BSE9PJyQkxOU4Pz8/jEaj81HRhV5//XWmT59eaXvr1q1rvQ1CCCGEqFvZ2dn4+PhcskyNg5Vp06ZVGSycLzk5mS5duvDYY48RHBzMH3/8gZubG5988gnDhw8nOTmZZs2aAWpQcyFFUarcDvDcc88xadIk5/u8vDwiIyM5ceLEZRtbE926dSM5ObnRnQugoKCA8PBwTp48ibe3d62dt7brWdvnbKrthqun7VdLu0Hu8cZ4zqbabrh62l6b58vPzyciIgJ/f//Llq1xsDJx4kRuv/32S5aJiopi+fLlLFiwgNzcXOcH//7777N06VK++OILnn32WUJDQ9m4caPLsbm5udhstko9LueYTCZMJlOl7T4+PrX6Bet0ulo7X22e63ze3t6Nts11ec6m2m5o/G2/WtoNco835nM21XZD4297XbRbq7388NkaByuBgYEEBgZetlxJSUmVldBqtTgcDgB69uzJq6++SlpamrOnZcmSJZhMJue4loYyYcKERnmuulQX9bwa2t5U2w21X8+rpd0g93hjPmdta6rthr/OPa5RqjOy5U/IysoiPj6efv368dJLL+Hm5sasWbN4++23SU5OpmPHjtjtdhITEwkJCeHNN98kJyeH++67j5EjR/Luu+9W6zoFBQX4+PiQn59fJ1FuY9QU2wxNt93QdNsu7ZZ2NxVNse01aXOdTV0ODAxk8eLFFBUVcf3119O1a1fWrFnD/Pnz6dixI6B2Jy1cuBCz2Uzv3r0ZM2YMI0eOZMaMGdW+jslkYurUqVU+Gvqraopthqbbbmi6bZd2S7ubiqbY9pq0uc56VoQQQgghaoOsDSSEEEKIRk2CFSGEEEI0ahKsCCGEEKJRk2BFXPU0Gg0///xzQ1dDCFFH5B4XjT5YOTeVuSlZt24dOp2OwYMHN3RVGkRT/M5PnjzJAw88QFhYGEajkcjISJ588kmys7OrdfzKlSvRaDTk5eXVbUVrWVP8rkHu8ab4vTfVe7y2NPpgpSn69NNPefzxx1mzZg0nTpy4onPZ7XZnEj7ROB09epSuXbty8OBBvvvuOw4fPsyHH37IsmXL6NmzZ5NapLOpkHu8aZF7/MpdVcHK4sWL6dOnD76+vgQEBDB8+HCOHDni3H/s2DE0Gg0//vgj/fv3x93dnY4dO7J+/foGrHXNFBcXM3fuXMaPH8/w4cP5/PPPnfvORdYLFy6kY8eOmM1mevTowa5du5xlPv/8c3x9fVmwYAFt27bFZDJx/PjxBmhJ7YiKiuI///mPy7bExESmTZvWIPWpCxMmTMBoNLJkyRL69etHREQEQ4YM4ffff+f06dM8//zzgLri+N///nfCw8MxmUzExsYye/Zsjh075lyh3M/PD41Gw3333deALfpzmsL9DXKPX0ju8aZzj1+JqypYKS4uZtKkSSQnJ7Ns2TK0Wi2jRo2q9FfF888/z9NPP8327dtp3bo1d9xxB+Xl5Q1U65r5/vvviYuLIy4ujrvuuovPPvus0vLZU6ZMYcaMGSQnJxMcHMyIESOw2WzO/SUlJbz++ut88skn7Nmzh+Dg4PpuhqimnJwcfvvtNx577DHc3Nxc9oWGhnLnnXfy/fffoygK99xzD3PmzOGdd95h3759fPjhh3h6ehIeHs68efMAOHDgAGlpabz99tsN0Zwr0hTub5B7vKmRe7x21HhtoIZ0yy23uLyfPXs2wcHB7N27l4SEBOf2p59+mmHDhgEwffp02rVrx+HDh4mPj6/X+v4Zs2fP5q677gJg8ODBFBUVsWzZMgYMGOAsM3XqVJKSkgD44osvaNGiBT/99BNjxowBwGaz8f777zszBYvG69ChQyiKQps2barc36ZNG3Jzc0lOTmbu3LksXbrU+W8hOjraWe7cqqXBwcH4+vrWeb3rQlO4v0Hu8aZG7vHacVX1rBw5coSxY8cSHR2Nt7c3LVu2BKj0zLdDhw7O1+cWSMzIyKi/iv5JBw4cYNOmTc5VrfV6PbfddhuffvqpS7mePXs6X/v7+xMXF8e+ffuc24xGo8tnIK5e5/7iTklJQafT0a9fvwauUd35q9/fIPe4qKwp3eNX4qrqWbnxxhsJDw9n1qxZhIWF4XA4SEhIwGq1upQzGAzO1xqNBuCqGIA2e/ZsysvLad68uXOboigYDAZyc3Mveey5dgK4ubm5vL+aabXaSl3k53eHX+1atWqFRqNh7969Vc6O2L9/P35+fri7u9d/5erZX/3+BrnHqyL3eNO5x6/EVdOzkp2dzb59+3jhhRe44YYbnF1nfxXl5eV8+eWXzJw5k+3btzv/27FjB5GRkXzzzTfOshs2bHC+zs3N5eDBg1dNF3hNBQUFkZaW5nxfUFBASkpKA9aodgUEBJCUlMT7779PaWmpy7709HS++eYbbrvtNtq3b4/D4WDVqlVVnsdoNALqzJCr0V/9/ga5xy9G7vGmcY9fqasmWPHz8yMgIICPP/6Yw4cPs3z5ciZNmtTQ1ao1CxYsIDc3lwceeICEhASX/0aPHs3s2bOdZV9++WWWLVvG7t27ue+++wgMDPzL5iy4/vrr+eqrr/jjjz/YvXs39957LzqdrqGrVavee+89LBYLgwYNYvXq1Zw8eZLFixeTlJRE8+bNefXVV4mKiuLee+9l3Lhx/Pzzz6SkpLBy5Urmzp0LQGRkJBqNhgULFpCZmUlRUVEDt6pm/ur3N8g9fjFyjzeNe/xKNfpgxeFwoNfr0Wq1zJkzhy1btpCQkMBTTz3Fm2++2dDVqzWzZ89mwIAB+Pj4VNp3yy23sH37drZu3QrAG2+8wZNPPkmXLl1IS0vjl19+cUbdfwXnvnOA5557jmuvvZbhw4czdOhQRo4cSUxMTAPXsHbFxsayefNmYmJiuO2224iJieHhhx+mf//+rF+/3jmw7oMPPmD06NE89thjxMfH89BDD1FcXAxA8+bNmT59Os8++ywhISFMnDixIZtUbU3l/ga5x88n93jTucdri0a58GFhIzN48GBatWrFe++919BVaXArV66kf//+5Obm/qVHg8t33nTId+1K7nEhqtZoe1Zyc3NZuHAhK1eudJnSJ/665DtvOuS7bprkexd/VqOdDTRu3DiSk5OZPHkyN910U0NXR9QD+c6bDvmumyb53sWf1egfAwkhhBCiaWu0j4GEEEIIIUCCFSGEEEI0cg0erLz++ut069YNLy8vgoODGTlyJAcOHHApoygK06ZNIywsDDc3N6677jr27Nnj3J+Tk8Pjjz9OXFwc7u7uRERE8MQTT5Cfn+9ynhEjRhAREYHZbKZZs2bcfffdpKam1ks7hWiq6vMeP8disZCYmIhGo2H79u112TwhRD1o8GBl1apVTJgwgQ0bNrB06VLKy8sZOHCgc245wP/93//x1ltv8d5775GcnExoaChJSUkUFhYCkJqaSmpqKjNmzGDXrl18/vnnLF68mAceeMDlWv3792fu3LkcOHCAefPmceTIEUaPHl2v7RWiqanPe/ycv//974SFhdVL+4QQ9UBpZDIyMhRAWbVqlaIoiuJwOJTQ0FDljTfecJYpKytTfHx8lA8//PCi55k7d65iNBoVm8120TLz589XNBqNYrVaa68BQohLqut7fNGiRUp8fLyyZ88eBVC2bdtWJ+0QQtSfBu9ZudC5bt1zGf1SUlJIT09n4MCBzjImk4l+/fqxbt26S57H29vbmSXxQjk5OXzzzTf06tXLZWE0IUTdqst7/MyZMzz00EN89dVXsjCcEH8hjSpYURSFSZMm0adPHxISEgB1oSeAkJAQl7IhISHOfRfKzs7mlVde4ZFHHqm075lnnsHDw4OAgABOnDjB/Pnza7kVQoiLqct7XFEU7rvvPh599FG6du1aRy0QQjSERhWsTJw4kZ07d/Ldd99V2nfhcuiKolS5RHpBQQHDhg2jbdu2TJ06tdL+KVOmsG3bNpYsWYJOp+Oee+6ptDy5EKJu1OU9/u6771JQUMBzzz1X+xUXQjSoRhOsPP744/zyyy+sWLGCFi1aOLeHhoYCVPoLKyMjo9JfYoWFhQwePBhPT09++umnKh/vBAYG0rp1a5KSkpgzZw6LFi1yWY5dCFE36voeX758ORs2bMBkMqHX62nVqhUAXbt25d57762rZgkh6kGDByuKojBx4kR+/PFHli9fTsuWLV32t2zZktDQUJYuXercZrVaWbVqFb169XJuKygoYODAgRiNRn755RfMZnO1rg3qNEchRN2or3v8nXfeYceOHWzfvp3t27ezaNEiAL7//nteffXVOmyhEKKuNfjaQBMmTODbb79l/vz5eHl5Of+68vHxwc3NDY1Gw9/+9jdee+01YmNjiY2N5bXXXsPd3Z2xY8cC6l9bAwcOpKSkhK+//pqCggIKCgoACAoKQqfTsWnTJjZt2kSfPn3w8/Pj6NGjvPTSS8TExNCzZ88Ga78Qf3X1dY9HRES4XNfT0xOAmJgYl54cIcRVqMHmIZ0FVPnfZ5995izjcDiUqVOnKqGhoYrJZFKuvfZaZdeuXc79K1asuOh5UlJSFEVRlJ07dyr9+/dX/P39FZPJpERFRSmPPvqocurUqXpusRBNS33d4xdKSUmRqctC/EXIQoZCCCGEaNQafMyKEEIIIcSlSLAihBBCiEZNghUhhBBCNGoSrAghhBCiUZNgRQghhBCNmgQrQgghhGjUJFgRQgghRKMmwYoQQgghGjUJVoQQQgjRqEmwIoQQQohGTYIVIYQQQjRqEqwIIYQQolH7/6mJAaHtmvW+AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制所有随机行走轨迹\n",
    "df.plot(legend = False)\n",
    "plt.grid(True)\n",
    "plt.ylim(-80,80)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f113a134-8e03-4398-8701-2e5df38ac4ac",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-80.0, 80.0)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制前两条随机行走\n",
    "# df.iloc[:, [1, 0]].plot(legend = True)\n",
    "df[['Walk_1', 'Walk_2']].plot(legend = True)\n",
    "plt.grid(True)\n",
    "plt.ylim(-80,80)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "7c5623de-bfcc-42fd-8824-906eaab998ad",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-80.0, 80.0)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制前两条随机行走，特定时间段\n",
    "df.loc['2023-01-01':'2023-08-08', \n",
    "       ['Walk_1', 'Walk_2']].plot(legend = True)\n",
    "# df.iloc[0:220, 0:2].plot(legend = True)\n",
    "plt.grid(True)\n",
    "plt.ylim(-80,80)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
